{"id":31920,"date":"2025-09-08T02:04:16","date_gmt":"2025-09-08T02:04:16","guid":{"rendered":"https:\/\/www.techstack.in\/blog\/?page_id=31920"},"modified":"2025-09-08T03:43:40","modified_gmt":"2025-09-08T03:43:40","slug":"data-science-interview-questions-exam","status":"publish","type":"page","link":"https:\/\/www.techstack.in\/blog\/data-science-interview-questions-exam\/","title":{"rendered":"Data Science Course ( Interview Questions ) Exam"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><p>[vc_row content_style=&#8221;content_dark&#8221;][vc_column content_style=&#8221;content_dark&#8221;][vc_column_text]<script>\n                            if (window.qmn_quiz_data === undefined) {\n                                    window.qmn_quiz_data = new Object();\n                            }\n                    <\/script><script>window.qmn_quiz_data[\"1\"] = {\"quiz_id\":\"1\",\"quiz_name\":\"Data Analytics Course Test\",\"disable_answer\":0,\"ajax_show_correct\":0,\"progress_bar\":\"1\",\"contact_info_location\":\"0\",\"qpages\":{\"1\":{\"id\":\"1\",\"quizID\":\"1\",\"pagekey\":\"q85SqeQ1\",\"hide_prevbtn\":\"0\"}},\"skip_validation_time_expire\":0,\"timer_limit_val\":0,\"disable_scroll_next_previous_click\":0,\"disable_scroll_on_result\":0,\"disable_first_page\":\"0\",\"enable_result_after_timer_end\":0,\"enable_quick_result_mc\":0,\"end_quiz_if_wrong\":0,\"form_disable_autofill\":0,\"disable_mathjax\":0,\"enable_quick_correct_answer_info\":\"0\",\"quick_result_correct_answer_text\":\"Correct! 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SUMX(Sales, Sales[Amount])\",0,0],[\"YTD Sales = CALCULATE(SUM(Sales[Amount]), DATEADD(Sales[Date], -12, MONTH))\",0,0]]},\"19\":{\"question_id\":\"19\",\"quiz_id\":\"1\",\"question_name\":\"\",\"answer_array\":\"a:4:{i:0;a:3:{i:0;s:9:\\\"Bar 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relationships?\\\";s:14:\\\"featureImageID\\\";s:0:\\\"\\\";s:15:\\\"featureImageSrc\\\";s:0:\\\"\\\";s:11:\\\"matchAnswer\\\";s:6:\\\"random\\\";s:11:\\\"isPublished\\\";s:1:\\\"1\\\";s:12:\\\"answer_limit\\\";s:0:\\\"\\\";s:16:\\\"placeholder_text\\\";s:0:\\\"\\\";s:14:\\\"case_sensitive\\\";s:0:\\\"\\\";s:16:\\\"image_size-width\\\";s:0:\\\"\\\";s:17:\\\"image_size-height\\\";s:0:\\\"\\\";s:8:\\\"autofill\\\";s:0:\\\"\\\";s:10:\\\"limit_text\\\";s:1:\\\"0\\\";s:23:\\\"limit_multiple_response\\\";s:1:\\\"0\\\";s:17:\\\"file_upload_limit\\\";s:1:\\\"4\\\";s:16:\\\"file_upload_type\\\";s:21:\\\"image,application\\\/pdf\\\";s:15:\\\"min_text_length\\\";s:0:\\\"\\\";}\",\"category\":\"\",\"linked_question\":\"\",\"deleted\":\"0\",\"deleted_question_bank\":\"0\",\"answers\":[[\"Left Join\",0,0],[\"Inner Join\",1,1],[\"Right Join\",0,0],[\"Full 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bool([])?\\\";s:14:\\\"featureImageID\\\";s:0:\\\"\\\";s:15:\\\"featureImageSrc\\\";s:0:\\\"\\\";s:11:\\\"matchAnswer\\\";s:6:\\\"random\\\";s:11:\\\"isPublished\\\";s:1:\\\"1\\\";s:12:\\\"answer_limit\\\";s:0:\\\"\\\";s:16:\\\"placeholder_text\\\";s:0:\\\"\\\";s:14:\\\"case_sensitive\\\";s:0:\\\"\\\";s:16:\\\"image_size-width\\\";s:0:\\\"\\\";s:17:\\\"image_size-height\\\";s:0:\\\"\\\";s:8:\\\"autofill\\\";s:0:\\\"\\\";s:10:\\\"limit_text\\\";s:1:\\\"0\\\";s:23:\\\"limit_multiple_response\\\";s:1:\\\"0\\\";s:17:\\\"file_upload_limit\\\";s:1:\\\"4\\\";s:16:\\\"file_upload_type\\\";s:21:\\\"image,application\\\/pdf\\\";s:15:\\\"min_text_length\\\";s:0:\\\"\\\";}\",\"category\":\"\",\"linked_question\":\"\",\"deleted\":\"0\",\"deleted_question_bank\":\"0\",\"answers\":[[\"True\",0,0],[\"False\",1,1],[\"Error\",0,0],[\"None\",0,0]]},\"44\":{\"question_id\":\"44\",\"quiz_id\":\"1\",\"question_name\":\"\",\"answer_array\":\"a:4:{i:0;a:3:{i:0;s:189:\\\"SELECT region, customer_id, SUM(amount) AS total_sales FROM Sales s JOIN Customers c ON s.customer_id = c.customer_id GROUP BY region, customer_id ORDER BY region, total_sales DESC LIMIT 3;\\\";i:1;d:0;i:2;i:0;}i:1;a:3:{i:0;s:307:\\\"SELECT region, customer_id, total_sales FROM ( SELECT c.region, s.customer_id, SUM(s.amount) AS total_sales, ROW_NUMBER() OVER(PARTITION BY c.region ORDER BY SUM(s.amount) DESC) AS rnk FROM Sales s JOIN Customers c ON s.customer_id = c.customer_id GROUP BY c.region, s.customer_id ) t WHERE rnk &amp;lt;= 3;\\\";i:1;d:5;i:2;i:1;}i:2;a:3:{i:0;s:86:\\\"SELECT TOP 3 region, customer_id, SUM(amount) FROM Sales GROUP BY region, customer_id;\\\";i:1;d:0;i:2;i:0;}i:3;a:3:{i:0;s:17:\\\"None of the above\\\";i:1;d:0;i:2;i:0;}}\",\"answer_one\":\"\",\"answer_one_points\":\"0\",\"answer_two\":\"\",\"answer_two_points\":\"0\",\"answer_three\":\"\",\"answer_three_points\":\"0\",\"answer_four\":\"\",\"answer_four_points\":\"0\",\"answer_five\":\"\",\"answer_five_points\":\"0\",\"answer_six\":\"\",\"answer_six_points\":\"0\",\"correct_answer\":\"0\",\"question_answer_info\":\"\",\"comments\":\"1\",\"hints\":\"\",\"question_order\":\"1\",\"question_type\":\"0\",\"question_type_new\":\"0\",\"question_settings\":\"a:18:{s:8:\\\"required\\\";i:1;s:12:\\\"answerEditor\\\";s:4:\\\"text\\\";s:14:\\\"question_title\\\";s:117:\\\"SQL (Top N per Group) You need the top 3 customers by total sales in each region. Which SQL query is correct? 5 Marks\\\";s:14:\\\"featureImageID\\\";s:0:\\\"\\\";s:15:\\\"featureImageSrc\\\";s:0:\\\"\\\";s:11:\\\"matchAnswer\\\";s:6:\\\"random\\\";s:11:\\\"isPublished\\\";s:1:\\\"1\\\";s:12:\\\"answer_limit\\\";s:0:\\\"\\\";s:16:\\\"placeholder_text\\\";s:0:\\\"\\\";s:14:\\\"case_sensitive\\\";s:0:\\\"\\\";s:16:\\\"image_size-width\\\";s:0:\\\"\\\";s:17:\\\"image_size-height\\\";s:0:\\\"\\\";s:8:\\\"autofill\\\";s:0:\\\"\\\";s:10:\\\"limit_text\\\";s:1:\\\"0\\\";s:23:\\\"limit_multiple_response\\\";s:1:\\\"0\\\";s:17:\\\"file_upload_limit\\\";s:1:\\\"4\\\";s:16:\\\"file_upload_type\\\";s:21:\\\"image,application\\\/pdf\\\";s:15:\\\"min_text_length\\\";s:0:\\\"\\\";}\",\"category\":\"\",\"linked_question\":\"\",\"deleted\":\"0\",\"deleted_question_bank\":\"0\",\"answers\":[[\"SELECT region, customer_id, SUM(amount) AS total_sales FROM Sales s JOIN Customers c ON s.customer_id = c.customer_id GROUP BY region, customer_id ORDER BY region, total_sales DESC LIMIT 3;\",0,0],[\"SELECT region, customer_id, total_sales FROM ( SELECT c.region, s.customer_id, SUM(s.amount) AS total_sales, ROW_NUMBER() OVER(PARTITION BY c.region ORDER BY SUM(s.amount) DESC) AS rnk FROM Sales s JOIN Customers c ON s.customer_id = c.customer_id GROUP BY c.region, s.customer_id ) t WHERE rnk &amp;lt;= 3;\",5,1],[\"SELECT TOP 3 region, customer_id, SUM(amount) FROM Sales GROUP BY region, customer_id;\",0,0],[\"None of the above\",0,0]]},\"43\":{\"question_id\":\"43\",\"quiz_id\":\"1\",\"question_name\":\"\",\"answer_array\":\"a:4:{i:0;a:3:{i:0;s:23:\\\"arr[arr &amp;lt; 0] = 0\\\";i:1;d:0;i:2;i:0;}i:1;a:3:{i:0;s:59:\\\"arr[np.sum(arr, axis=1) &amp;lt; 0] = np.clip(arr, 0, None)\\\";i:1;d:0;i:2;i:0;}i:2;a:3:{i:0;s:134:\\\"arr[np.sum(arr, axis=1) &amp;lt; 0] = np.where(arr[np.sum(arr, axis=1) &amp;lt; 0] &amp;lt; 0, 0, arr[np.sum(arr, axis=1) &amp;lt; 0])\\\";i:1;d:5;i:2;i:1;}i:3;a:3:{i:0;s:20:\\\"Use nested for loops\\\";i:1;d:0;i:2;i:0;}}\",\"answer_one\":\"\",\"answer_one_points\":\"0\",\"answer_two\":\"\",\"answer_two_points\":\"0\",\"answer_three\":\"\",\"answer_three_points\":\"0\",\"answer_four\":\"\",\"answer_four_points\":\"0\",\"answer_five\":\"\",\"answer_five_points\":\"0\",\"answer_six\":\"\",\"answer_six_points\":\"0\",\"correct_answer\":\"0\",\"question_answer_info\":\"\",\"comments\":\"1\",\"hints\":\"\",\"question_order\":\"1\",\"question_type\":\"0\",\"question_type_new\":\"0\",\"question_settings\":\"a:18:{s:8:\\\"required\\\";i:1;s:12:\\\"answerEditor\\\";s:4:\\\"text\\\";s:14:\\\"question_title\\\";s:182:\\\"NumPy (Conditional Replacement) You have a 2D NumPy array. 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sorted([3,1,2])?\\\";s:14:\\\"featureImageID\\\";s:0:\\\"\\\";s:15:\\\"featureImageSrc\\\";s:0:\\\"\\\";s:11:\\\"matchAnswer\\\";s:6:\\\"random\\\";s:11:\\\"isPublished\\\";s:1:\\\"1\\\";s:12:\\\"answer_limit\\\";s:0:\\\"\\\";s:16:\\\"placeholder_text\\\";s:0:\\\"\\\";s:14:\\\"case_sensitive\\\";s:0:\\\"\\\";s:16:\\\"image_size-width\\\";s:0:\\\"\\\";s:17:\\\"image_size-height\\\";s:0:\\\"\\\";s:8:\\\"autofill\\\";s:0:\\\"\\\";s:10:\\\"limit_text\\\";s:1:\\\"0\\\";s:23:\\\"limit_multiple_response\\\";s:1:\\\"0\\\";s:17:\\\"file_upload_limit\\\";s:1:\\\"4\\\";s:16:\\\"file_upload_type\\\";s:21:\\\"image,application\\\/pdf\\\";s:15:\\\"min_text_length\\\";s:0:\\\"\\\";}\",\"category\":\"\",\"linked_question\":\"\",\"deleted\":\"0\",\"deleted_question_bank\":\"0\",\"answers\":[[\"[1,2,3]\",1,1],[\"[3,2,1]\",0,0],[\"None\",0,0],[\"Error\",0,0]]},\"5\":{\"question_id\":\"5\",\"quiz_id\":\"1\",\"question_name\":\"\",\"answer_array\":\"a:4:{i:0;a:3:{i:0;s:5:\\\"Tuple\\\";i:1;d:0;i:2;i:0;}i:1;a:3:{i:0;s:6:\\\"String\\\";i:1;d:0;i:2;i:0;}i:2;a:3:{i:0;s:4:\\\"List\\\";i:1;d:1;i:2;i:1;}i:3;a:3:{i:0;s:7:\\\"Integer\\\";i:1;d:0;i:2;i:0;}}\",\"answer_one\":\"\",\"answer_one_points\":\"0\",\"answer_two\":\"\",\"answer_two_points\":\"0\",\"answer_three\":\"\",\"answer_three_points\":\"0\",\"answer_four\":\"\",\"answer_four_points\":\"0\",\"answer_five\":\"\",\"answer_five_points\":\"0\",\"answer_six\":\"\",\"answer_six_points\":\"0\",\"correct_answer\":\"0\",\"question_answer_info\":\"\",\"comments\":\"1\",\"hints\":\"\",\"question_order\":\"1\",\"question_type\":\"0\",\"question_type_new\":\"0\",\"question_settings\":\"a:18:{s:8:\\\"required\\\";i:1;s:12:\\\"answerEditor\\\";s:4:\\\"text\\\";s:14:\\\"question_title\\\";s:44:\\\"Which of the following is mutable in Python?\\\";s:14:\\\"featureImageID\\\";s:0:\\\"\\\";s:15:\\\"featureImageSrc\\\";s:0:\\\"\\\";s:11:\\\"matchAnswer\\\";s:6:\\\"random\\\";s:11:\\\"isPublished\\\";s:1:\\\"1\\\";s:12:\\\"answer_limit\\\";s:0:\\\"\\\";s:16:\\\"placeholder_text\\\";s:0:\\\"\\\";s:14:\\\"case_sensitive\\\";s:0:\\\"\\\";s:16:\\\"image_size-width\\\";s:0:\\\"\\\";s:17:\\\"image_size-height\\\";s:0:\\\"\\\";s:8:\\\"autofill\\\";s:0:\\\"\\\";s:10:\\\"limit_text\\\";s:1:\\\"0\\\";s:23:\\\"limit_multiple_response\\\";s:1:\\\"0\\\";s:17:\\\"file_upload_limit\\\";s:1:\\\"4\\\";s:16:\\\"file_upload_type\\\";s:21:\\\"image,application\\\/pdf\\\";s:15:\\\"min_text_length\\\";s:0:\\\"\\\";}\",\"category\":\"\",\"linked_question\":\"\",\"deleted\":\"0\",\"deleted_question_bank\":\"0\",\"answers\":[[\"Tuple\",0,0],[\"String\",0,0],[\"List\",1,1],[\"Integer\",0,0]]}},\"first_page\":true}\n                    <\/script><div class='qsm-quiz-container qsm-quiz-container-1 qmn_quiz_container mlw_qmn_quiz  quiz_theme_default random '>\n\t\t\t\t\t\t\t\t<form name=\"quizForm1\" id=\"quizForm1\" action=\"\/blog\/wp-json\/wp\/v2\/pages\/31920\" method=\"POST\" class=\"qsm-quiz-form qmn_quiz_form mlw_quiz_form\" novalidate enctype=\"multipart\/form-data\">\n\t\t\t\t<input type=\"hidden\" name=\"qsm_hidden_questions\" id=\"qsm_hidden_questions\" value=\"\">\n\t\t\t\t<input type=\"hidden\" name=\"qsm_nonce\" id=\"qsm_nonce_1\" value=\"6a497b8245\">\n\t\t\t\t<input type=\"hidden\" name=\"qsm_unique_key\" id=\"qsm_unique_key_1\" value=\"69f31e34c63c8\">\n\t\t\t\t<div id=\"mlw_error_message\" class=\"qsm-error-message qmn_error_message_section\"><\/div>\n\t\t\t\t<span id=\"mlw_top_of_quiz\"><\/span>\n\t\t\t\t\t\t\t<script>\n\t\t\t\tconst d = new Date();\n\t\t\t\td.setTime(d.getTime() + (365 * 24 * 60 * 60 * 1000)); \/\/ Set cookie for 1 year\n\t\t\t\tlet expires = \"expires=\" + d.toUTCString();\n\t\t\t\tdocument.cookie = \"question_ids_1=\" + \"32,8,40,42,4,15,26,34,45,19,9,41,24,1,14,21,18,22,44,43,2,20,37,13,11,10,12,23,35,39,27,7,28,30,36,31,29,3,33,17,38,6,16,25,5\" + \"; \" + expires + \"; path=\/\";\n\t\t\t<\/script>\n\t\t\t\t\t\t<div class=\"qsm-auto-page-row quiz_section quiz_begin \">\n\t\t\t\t\t\t\t\t<div class='mlw_qmn_message_before'>\n\t\t\t\t\t<h2>Welcome to your ultimate Data Analytics &amp; Data Science Interview Questions Prep!<\/h2>\n<p>This page is designed to help you practice and master the most important interview questions from <strong data-start=\"329\" data-end=\"373\">Python, Pandas, NumPy, SQL, and Power BI<\/strong>. Whether you\u2019re preparing for your <strong data-start=\"409\" data-end=\"433\">first analytics role<\/strong> or aiming for a <strong data-start=\"450\" data-end=\"481\">data science career upgrade<\/strong>, these carefully selected <strong data-start=\"508\" data-end=\"545\">MCQs and scenario-based questions<\/strong> will sharpen your problem-solving skills and boost your confidence for real interviews.<\/p>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"qsm_contact_div qsm-contact-type-text\">\n\t\t\t\t\t\t\t\t\t\t\t<span class='mlw_qmn_question qsm_question'><label for=\"contact_field_0\">Name<\/label><\/span>\n\t\t\t\t\t\t\t\t<input type='text' class=''  name='contact_field_0' id='contact_field_0'  value=''  placeholder='Name'  \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"qsm_contact_div qsm-contact-type-email\">\n\t\t\t\t\t\t\t\t\t\t\t<span class='mlw_qmn_question qsm_question'><label for=\"contact_field_1\">Email<\/label><\/span>\n\t\t\t\t\t\t\t\t<input type='email' class='mlwEmail '  name='contact_field_1' id='contact_field_1'  value=''  placeholder='Email'  \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"qsm_contact_div qsm-contact-type-text\">\n\t\t\t\t\t\t\t\t\t\t\t<span class='mlw_qmn_question qsm_question'><label for=\"contact_field_2\">Course<\/label><\/span>\n\t\t\t\t\t\t\t\t<input type='text' class=''  name='contact_field_2' id='contact_field_2'  value=''  placeholder='Course'  \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"qsm_contact_div qsm-contact-type-text\">\n\t\t\t\t\t\t\t\t\t\t\t<span class='mlw_qmn_question qsm_question'><label for=\"contact_field_3\">Phone<\/label><\/span>\n\t\t\t\t\t\t\t\t<input type='text' class='mlwPhoneNumber'  name='contact_field_3' id='contact_field_3'  value=''  onkeydown='return event.keyCode !== 69'  placeholder='Phone'  \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-32 slide1 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What does df.describe() do? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question32-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question32\" id=\"question32_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question32_1\">\n\t\t\t\t\tShows index info\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question32-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question32\" id=\"question32_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question32_2\">\n\t\t\t\t\tDescribes data types\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question32-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question32\" id=\"question32_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question32_3\">\n\t\t\t\t\tDrops missing values\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question32-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question32\" id=\"question32_4\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question32_4\">\n\t\t\t\t\tSummarizes numeric columns\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question32_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question32\" id=\"question32_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_32\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-8 slide2 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>In Pandas, which function is used to read a CSV file? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question8-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question8\" id=\"question8_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question8_1\">\n\t\t\t\t\tpd.csv_read()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question8-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question8\" id=\"question8_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question8_2\">\n\t\t\t\t\tpd.load_csv()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question8-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question8\" id=\"question8_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question8_3\">\n\t\t\t\t\tpd.read()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question8-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question8\" id=\"question8_4\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question8_4\">\n\t\t\t\t\tpd.read_csv()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question8_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question8\" id=\"question8_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_8\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-40 slide3 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following is NOT a Power BI component? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question40-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question40\" id=\"question40_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question40_1\">\n\t\t\t\t\tPower Pivot\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question40-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question40\" id=\"question40_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question40_2\">\n\t\t\t\t\tPower View\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question40-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question40\" id=\"question40_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question40_3\">\n\t\t\t\t\tPower Join\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question40-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question40\" id=\"question40_4\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question40_4\">\n\t\t\t\t\tPower Query\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question40_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question40\" id=\"question40_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_40\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-42 slide4 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Pandas (Handling Missing Values) You want to replace missing values in some columns with the mean and in others with the mode. Which Pandas approach is most efficient? 5 Marks <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question42-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question42\" id=\"question42_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question42_1\">\n\t\t\t\t\tApply df.apply(lambda x: x.fillna(x.mean()) if x.dtype!='object' else x.fillna(x.mode()[0]))\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question42-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question42\" id=\"question42_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question42_2\">\n\t\t\t\t\tUse df.fillna(df.mean()) for all columns\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question42-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question42\" id=\"question42_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question42_3\">\n\t\t\t\t\tUse SQL inside Pandas with pd.read_sql()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question42-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question42\" id=\"question42_4\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question42_4\">\n\t\t\t\t\tLoop through each column with for and apply fillna()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question42_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question42\" id=\"question42_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_42\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-4 slide5 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>In SQL, which clause is used to filter aggregated results? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question4-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question4\" id=\"question4_1\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question4_1\">\n\t\t\t\t\tWHERE\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question4-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question4\" id=\"question4_2\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question4_2\">\n\t\t\t\t\tGROUP BY\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question4-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question4\" id=\"question4_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question4_3\">\n\t\t\t\t\tHAVING\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question4-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question4\" id=\"question4_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question4_4\">\n\t\t\t\t\tORDER BY\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question4_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question4\" id=\"question4_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_4\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-15 slide6 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following SQL queries retrieves all students with marks greater than 80? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question15-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question15\" id=\"question15_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question15_1\">\n\t\t\t\t\tSELECT * FROM students GROUP BY marks &gt; 80;\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question15-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question15\" id=\"question15_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question15_2\">\n\t\t\t\t\tSELECT * FROM students HAVING marks &gt; 80;\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question15-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question15\" id=\"question15_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question15_3\">\n\t\t\t\t\tSELECT * FROM students WHERE marks &gt; 80;\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question15-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question15\" id=\"question15_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question15_4\">\n\t\t\t\t\tSELECT students WHERE marks &gt; 80;\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question15_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question15\" id=\"question15_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_15\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-26 slide7 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which module in Python is used for regular expressions? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question26-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question26\" id=\"question26_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question26_1\">\n\t\t\t\t\tstring\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question26-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question26\" id=\"question26_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question26_2\">\n\t\t\t\t\tregex\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question26-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question26\" id=\"question26_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question26_3\">\n\t\t\t\t\tre\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question26-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question26\" id=\"question26_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question26_4\">\n\t\t\t\t\tpattern\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question26_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question26\" id=\"question26_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_26\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-34 slide8 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What does df.isnull().sum() return? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question34-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question34\" id=\"question34_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question34_1\">\n\t\t\t\t\tDeletes null columns\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question34-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question34\" id=\"question34_2\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question34_2\">\n\t\t\t\t\tFills null values with 0\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question34-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question34\" id=\"question34_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question34_3\">\n\t\t\t\t\tRemoves null values\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question34-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question34\" id=\"question34_4\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question34_4\">\n\t\t\t\t\tCounts null values per column\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question34_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question34\" id=\"question34_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_34\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-45 slide9 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Power BI (YTD vs LYTD) You want to calculate Year-to-Date (YTD) sales compared to last year. Which DAX formula is correct? 5 Marks <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question45-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question45\" id=\"question45_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question45_1\">\n\t\t\t\t\tYTD Sales = SUMX(Sales, Sales[Amount])\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question45-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question45\" id=\"question45_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question45_2\">\n\t\t\t\t\tYTD Sales = TOTALYTD(SUM(Sales[Amount]), Sales[Date]) LYTD Sales = CALCULATE([YTD Sales], SAMEPERIODLASTYEAR(Sales[Date]))\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question45-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question45\" id=\"question45_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question45_3\">\n\t\t\t\t\tYTD Sales = SUM(Sales[Amount])\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question45-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question45\" id=\"question45_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question45_4\">\n\t\t\t\t\tYTD Sales = CALCULATE(SUM(Sales[Amount]), DATEADD(Sales[Date], -12, MONTH))\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question45_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question45\" id=\"question45_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_45\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-19 slide10 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following is NOT a visualization in Power BI? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question19-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question19\" id=\"question19_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question19_1\">\n\t\t\t\t\tMatrix\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question19-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question19\" id=\"question19_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question19_2\">\n\t\t\t\t\tBar chart\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question19-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question19\" id=\"question19_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question19_3\">\n\t\t\t\t\tTreeMap\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question19-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question19\" id=\"question19_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question19_4\">\n\t\t\t\t\tHeatmap\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question19_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question19\" id=\"question19_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_19\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-9 slide11 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What will df.iloc[0, 1] return? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question9-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question9\" id=\"question9_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question9_1\">\n\t\t\t\t\tValue at second row, first column\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question9-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question9\" id=\"question9_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question9_2\">\n\t\t\t\t\tValue at first row, second column\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question9-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question9\" id=\"question9_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question9_3\">\n\t\t\t\t\tValue at first row, first column\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question9-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question9\" id=\"question9_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question9_4\">\n\t\t\t\t\tNone of the above\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question9_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question9\" id=\"question9_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_9\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-41 slide12 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Python (Frequency Count) You have a list of numbers with millions of elements. Which method is the most efficient way to find the top 3 most frequent numbers? 5 Marks <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question41-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question41\" id=\"question41_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question41_1\">\n\t\t\t\t\tSort the list and take first 3 values\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question41-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question41\" id=\"question41_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question41_2\">\n\t\t\t\t\tConvert to Pandas DataFrame and use value_counts()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question41-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question41\" id=\"question41_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question41_3\">\n\t\t\t\t\tUse list.count() in a loop\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question41-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question41\" id=\"question41_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question41_4\">\n\t\t\t\t\tUse collections.Counter().most_common(3)\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question41_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question41\" id=\"question41_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_41\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-24 slide13 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which data type does range(5) return in Python 3? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question24-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question24\" id=\"question24_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question24_1\">\n\t\t\t\t\ttuple\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question24-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question24\" id=\"question24_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question24_2\">\n\t\t\t\t\tlist\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question24-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question24\" id=\"question24_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question24_3\">\n\t\t\t\t\tarray\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question24-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question24\" id=\"question24_4\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question24_4\">\n\t\t\t\t\trange object\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question24_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question24\" id=\"question24_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_24\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-1 slide14 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following is NOT a step in the data analysis process? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question1-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question1\" id=\"question1_1\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question1_1\">\n\t\t\t\t\tData Collection\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question1-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question1\" id=\"question1_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question1_2\">\n\t\t\t\t\tData Cleaning\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question1-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question1\" id=\"question1_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question1_3\">\n\t\t\t\t\tData Degradation\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question1-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question1\" id=\"question1_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question1_4\">\n\t\t\t\t\tModel Training\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question1_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question1\" id=\"question1_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_1\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-14 slide15 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which SQL keyword is used to remove duplicate values from a result set? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question14-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question14\" id=\"question14_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question14_1\">\n\t\t\t\t\tHAVING\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question14-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question14\" id=\"question14_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question14_2\">\n\t\t\t\t\tUNIQUE\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question14-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question14\" id=\"question14_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question14_3\">\n\t\t\t\t\tGROUP BY\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question14-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question14\" id=\"question14_4\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question14_4\">\n\t\t\t\t\tDISTINCT\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question14_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question14\" id=\"question14_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_14\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-21 slide16 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which keyword is used to define a function in Python? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question21-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question21\" id=\"question21_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question21_1\">\n\t\t\t\t\tdefine\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question21-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question21\" id=\"question21_2\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question21_2\">\n\t\t\t\t\tfun\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question21-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question21\" id=\"question21_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question21_3\">\n\t\t\t\t\tfunction\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question21-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question21\" id=\"question21_4\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question21_4\">\n\t\t\t\t\tdef\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question21_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question21\" id=\"question21_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_21\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-18 slide17 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>In Power BI, which type of join is used by default in relationships? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question18-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question18\" id=\"question18_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question18_1\">\n\t\t\t\t\tFull Join\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question18-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question18\" id=\"question18_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question18_2\">\n\t\t\t\t\tLeft Join\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question18-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question18\" id=\"question18_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question18_3\">\n\t\t\t\t\tInner Join\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question18-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question18\" id=\"question18_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question18_4\">\n\t\t\t\t\tRight Join\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question18_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question18\" id=\"question18_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_18\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-22 slide18 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What is the output of bool([])? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question22-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question22\" id=\"question22_1\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question22_1\">\n\t\t\t\t\tTrue\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question22-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question22\" id=\"question22_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question22_2\">\n\t\t\t\t\tFalse\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question22-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question22\" id=\"question22_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question22_3\">\n\t\t\t\t\tNone\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question22-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question22\" id=\"question22_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question22_4\">\n\t\t\t\t\tError\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question22_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question22\" id=\"question22_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_22\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-44 slide19 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>SQL (Top N per Group) You need the top 3 customers by total sales in each region. Which SQL query is correct? 5 Marks <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question44-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question44\" id=\"question44_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question44_1\">\n\t\t\t\t\tNone of the above\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question44-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question44\" id=\"question44_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question44_2\">\n\t\t\t\t\tSELECT region, customer_id, total_sales FROM ( SELECT c.region, s.customer_id, SUM(s.amount) AS total_sales, ROW_NUMBER() OVER(PARTITION BY c.region ORDER BY SUM(s.amount) DESC) AS rnk FROM Sales s JOIN Customers c ON s.customer_id = c.customer_id GROUP BY c.region, s.customer_id ) t WHERE rnk &lt;= 3;\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question44-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question44\" id=\"question44_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question44_3\">\n\t\t\t\t\tSELECT region, customer_id, SUM(amount) AS total_sales FROM Sales s JOIN Customers c ON s.customer_id = c.customer_id GROUP BY region, customer_id ORDER BY region, total_sales DESC LIMIT 3;\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question44-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question44\" id=\"question44_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question44_4\">\n\t\t\t\t\tSELECT TOP 3 region, customer_id, SUM(amount) FROM Sales GROUP BY region, customer_id;\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question44_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question44\" id=\"question44_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_44\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-43 slide20 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>NumPy (Conditional Replacement) You have a 2D NumPy array. You want to replace all negative numbers with 0, but only for rows where the row sum is negative. Which is correct? 5 Marks <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question43-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question43\" id=\"question43_1\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question43_1\">\n\t\t\t\t\tarr[arr &lt; 0] = 0\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question43-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question43\" id=\"question43_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question43_2\">\n\t\t\t\t\tarr[np.sum(arr, axis=1) &lt; 0] = np.clip(arr, 0, None)\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question43-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question43\" id=\"question43_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question43_3\">\n\t\t\t\t\tarr[np.sum(arr, axis=1) &lt; 0] = np.where(arr[np.sum(arr, axis=1) &lt; 0] &lt; 0, 0, arr[np.sum(arr, axis=1) &lt; 0])\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question43-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question43\" id=\"question43_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question43_4\">\n\t\t\t\t\tUse nested for loops\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question43_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question43\" id=\"question43_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_43\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-2 slide21 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What type of data is the number of students in a class? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question2-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question2\" id=\"question2_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question2_1\">\n\t\t\t\t\tDiscrete\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question2-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question2\" id=\"question2_2\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question2_2\">\n\t\t\t\t\tCategorical\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question2-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question2\" id=\"question2_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question2_3\">\n\t\t\t\t\tContinuous\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question2-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question2\" id=\"question2_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question2_4\">\n\t\t\t\t\tOrdinal\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question2_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question2\" id=\"question2_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_2\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-20 slide22 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What is the output of list(&quot;data&quot;)? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question20-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question20\" id=\"question20_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question20_1\">\n\t\t\t\t\t['data']\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question20-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question20\" id=\"question20_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question20_2\">\n\t\t\t\t\tError\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question20-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question20\" id=\"question20_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question20_3\">\n\t\t\t\t\t['d','a','t','a']\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question20-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question20\" id=\"question20_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question20_4\">\n\t\t\t\t\t['da','ta']\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question20_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question20\" id=\"question20_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_20\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-37 slide23 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which method sorts values in Pandas DataFrame? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question37-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question37\" id=\"question37_1\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question37_1\">\n\t\t\t\t\tdf.sort_index()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question37-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question37\" id=\"question37_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question37_2\">\n\t\t\t\t\tdf.sort_values()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question37-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question37\" id=\"question37_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question37_3\">\n\t\t\t\t\tBoth a and b\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question37-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question37\" id=\"question37_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question37_4\">\n\t\t\t\t\tNone\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question37_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question37\" id=\"question37_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_37\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-13 slide24 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which operation does np.dot(A, B) perform? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question13-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question13\" id=\"question13_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question13_1\">\n\t\t\t\t\tSummation\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question13-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question13\" id=\"question13_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question13_2\">\n\t\t\t\t\tElement-wise multiplication\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question13-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question13\" id=\"question13_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question13_3\">\n\t\t\t\t\tMatrix multiplication\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question13-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question13\" id=\"question13_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question13_4\">\n\t\t\t\t\tTranspose\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question13_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question13\" id=\"question13_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_13\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-11 slide25 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following creates an array of zeros in NumPy? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question11-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question11\" id=\"question11_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question11_1\">\n\t\t\t\t\tnp.array(0)\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question11-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question11\" id=\"question11_2\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question11_2\">\n\t\t\t\t\tnp.ones()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question11-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question11\" id=\"question11_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question11_3\">\n\t\t\t\t\tnp.empty()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question11-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question11\" id=\"question11_4\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question11_4\">\n\t\t\t\t\tnp.zeros()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question11_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question11\" id=\"question11_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_11\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-10 slide26 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which Pandas function is used to combine DataFrames vertically? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question10-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question10\" id=\"question10_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question10_1\">\n\t\t\t\t\tpd.join()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question10-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question10\" id=\"question10_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question10_2\">\n\t\t\t\t\tpd.append()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question10-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question10\" id=\"question10_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question10_3\">\n\t\t\t\t\tpd.merge()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question10-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question10\" id=\"question10_4\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question10_4\">\n\t\t\t\t\tpd.concat()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question10_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question10\" id=\"question10_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_10\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-12 slide27 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What is the shape of np.array([[1,2,3],[4,5,6]])? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question12-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question12\" id=\"question12_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question12_1\">\n\t\t\t\t\t(2,3)\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question12-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question12\" id=\"question12_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question12_2\">\n\t\t\t\t\t(3,2)\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question12-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question12\" id=\"question12_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question12_3\">\n\t\t\t\t\t(1,6)\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question12-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question12\" id=\"question12_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question12_4\">\n\t\t\t\t\t(6,1)\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question12_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question12\" id=\"question12_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_12\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-23 slide28 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following is used for exception handling in Python? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question23-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question23\" id=\"question23_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question23_1\">\n\t\t\t\t\tdo-catch\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question23-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question23\" id=\"question23_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question23_2\">\n\t\t\t\t\ttry-except\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question23-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question23\" id=\"question23_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question23_3\">\n\t\t\t\t\terror-resolve\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question23-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question23\" id=\"question23_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question23_4\">\n\t\t\t\t\thandle-error\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question23_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question23\" id=\"question23_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_23\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-35 slide29 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which function is used to create pivot tables in Pandas? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question35-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question35\" id=\"question35_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question35_1\">\n\t\t\t\t\tBoth b and c\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question35-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question35\" id=\"question35_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question35_2\">\n\t\t\t\t\tdf.pivot()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question35-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question35\" id=\"question35_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question35_3\">\n\t\t\t\t\tdf.pivot_table()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question35-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question35\" id=\"question35_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question35_4\">\n\t\t\t\t\tpd.pivot_table()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question35_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question35\" id=\"question35_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_35\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-39 slide30 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which method writes a DataFrame to Excel? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question39-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question39\" id=\"question39_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question39_1\">\n\t\t\t\t\tdf.to_excel()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question39-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question39\" id=\"question39_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question39_2\">\n\t\t\t\t\tdf.write_excel()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question39-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question39\" id=\"question39_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question39_3\">\n\t\t\t\t\tdf.save_excel()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question39-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question39\" id=\"question39_4\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question39_4\">\n\t\t\t\t\tdf.to_csv()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question39_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question39\" id=\"question39_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_39\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-27 slide31 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What will print(type(lambda x: x+1)) return? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question27-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question27\" id=\"question27_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question27_2\">\n\t\t\t\t\tError\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question27_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question27\" id=\"question27_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_27\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-7 slide32 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following is used to handle missing values in Python? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question7-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question7\" id=\"question7_1\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question7_1\">\n\t\t\t\t\tdropna()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question7-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question7\" id=\"question7_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question7_2\">\n\t\t\t\t\tfillna()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question7-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question7\" id=\"question7_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question7_3\">\n\t\t\t\t\tNone of the above\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question7-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question7\" id=\"question7_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question7_4\">\n\t\t\t\t\tBoth a and b\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question7_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question7\" id=\"question7_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_7\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-28 slide33 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What is the output of len(set([1,2,2,3,3,3]))? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question28-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question28\" id=\"question28_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question28_1\">\n\t\t\t\t\t2\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question28-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question28\" id=\"question28_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question28_2\">\n\t\t\t\t\t1\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question28-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question28\" id=\"question28_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question28_3\">\n\t\t\t\t\t3\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question28-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question28\" id=\"question28_4\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question28_4\">\n\t\t\t\t\t6\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question28_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question28\" id=\"question28_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_28\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-30 slide34 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which method gives the first 5 rows of a DataFrame? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question30-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question30\" id=\"question30_1\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question30_1\">\n\t\t\t\t\tdf.tail()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question30-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question30\" id=\"question30_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question30_2\">\n\t\t\t\t\tdf.first()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question30-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question30\" id=\"question30_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question30_3\">\n\t\t\t\t\tdf.top()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question30-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question30\" id=\"question30_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question30_4\">\n\t\t\t\t\tdf.head()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question30_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question30\" id=\"question30_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_30\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-36 slide35 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What will df[&#039;col1&#039;].unique() return? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question36-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question36\" id=\"question36_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question36_1\">\n\t\t\t\t\tUnique values in column\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question36-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question36\" id=\"question36_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question36_2\">\n\t\t\t\t\tNone\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question36-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question36\" id=\"question36_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question36_3\">\n\t\t\t\t\tCount of unique values\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question36-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question36\" id=\"question36_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question36_4\">\n\t\t\t\t\tIndex of unique rows\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question36_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question36\" id=\"question36_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_36\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-31 slide36 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which attribute shows the number of rows and columns in Pandas? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question31-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question31\" id=\"question31_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question31_1\">\n\t\t\t\t\tdf.shape\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question31-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question31\" id=\"question31_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question31_2\">\n\t\t\t\t\tdf.size\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question31-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question31\" id=\"question31_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question31_3\">\n\t\t\t\t\tdf.length\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question31-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question31\" id=\"question31_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question31_4\">\n\t\t\t\t\tdf.dimension\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question31_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question31\" id=\"question31_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_31\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-29 slide37 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following is not a Python data structure? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question29-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question29\" id=\"question29_1\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question29_1\">\n\t\t\t\t\tList\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question29-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question29\" id=\"question29_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question29_2\">\n\t\t\t\t\tDictionary\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question29-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question29\" id=\"question29_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question29_3\">\n\t\t\t\t\tStack\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question29-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question29\" id=\"question29_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question29_4\">\n\t\t\t\t\tSet\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question29_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question29\" id=\"question29_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_29\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-3 slide38 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following is NOT a data visualization library in Python? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question3-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question3\" id=\"question3_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question3_1\">\n\t\t\t\t\tggplot2\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question3-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question3\" id=\"question3_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question3_2\">\n\t\t\t\t\tSeaborn\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question3-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question3\" id=\"question3_3\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question3_3\">\n\t\t\t\t\tPlotly\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question3-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question3\" id=\"question3_4\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question3_4\">\n\t\t\t\t\tMatplotlib\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question3_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question3\" id=\"question3_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_3\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-33 slide39 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which function is used to merge two DataFrames? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question33-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question33\" id=\"question33_1\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question33_1\">\n\t\t\t\t\tpd.join()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question33-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question33\" id=\"question33_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question33_2\">\n\t\t\t\t\tAll of the above\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question33-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question33\" id=\"question33_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question33_3\">\n\t\t\t\t\tpd.concat()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question33-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question33\" id=\"question33_4\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question33_4\">\n\t\t\t\t\tpd.merge()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question33_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question33\" id=\"question33_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_33\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-17 slide40 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which language is used in Power BI for data modeling? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question17-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question17\" id=\"question17_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question17_1\">\n\t\t\t\t\tPython\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question17-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question17\" id=\"question17_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question17_2\">\n\t\t\t\t\tSQL\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question17-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question17\" id=\"question17_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question17_3\">\n\t\t\t\t\tDAX\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question17-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question17\" id=\"question17_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question17_4\">\n\t\t\t\t\tR\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question17_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question17\" id=\"question17_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_17\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-38 slide41 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which function replaces missing values with a given number? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question38-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question38\" id=\"question38_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question38_1\">\n\t\t\t\t\tdf.dropna()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question38-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question38\" id=\"question38_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question38_2\">\n\t\t\t\t\tdf.fillna()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question38-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question38\" id=\"question38_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question38_3\">\n\t\t\t\t\tdf.replace()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question38-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question38\" id=\"question38_4\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question38_4\">\n\t\t\t\t\tdf.null_replace()\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question38_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question38\" id=\"question38_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_38\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-6 slide42 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What does len(&quot;Data Science&quot;) return? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question6-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question6\" id=\"question6_1\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question6_1\">\n\t\t\t\t\t12\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question6-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question6\" id=\"question6_2\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question6_2\">\n\t\t\t\t\t13\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question6-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question6\" id=\"question6_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question6_3\">\n\t\t\t\t\t11\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question6-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question6\" id=\"question6_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question6_4\">\n\t\t\t\t\t10\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question6_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question6\" id=\"question6_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_6\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-16 slide43 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which SQL clause is used for sorting? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question16-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question16\" id=\"question16_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question16_1\">\n\t\t\t\t\tHAVING\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question16-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question16\" id=\"question16_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question16_2\">\n\t\t\t\t\tSORT BY\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question16-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question16\" id=\"question16_3\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question16_3\">\n\t\t\t\t\tGROUP BY\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question16-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question16\" id=\"question16_4\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question16_4\">\n\t\t\t\t\tORDER BY\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question16_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question16\" id=\"question16_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_16\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-25 slide44 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>What is the output of sorted([3,1,2])? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question25-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question25\" id=\"question25_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question25_1\">\n\t\t\t\t\tError\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question25-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question25\" id=\"question25_2\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question25_2\">\n\t\t\t\t\t[1,2,3]\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question25-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question25\" id=\"question25_3\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question25_3\">\n\t\t\t\t\t[3,2,1]\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question25-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question25\" id=\"question25_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question25_4\">\n\t\t\t\t\tNone\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question25_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question25\" id=\"question25_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_25\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t\t<div class=\"quiz_section qsm-question-wrapper question-type-0  question-section-id-5 slide45 \">\n\t\t\t\t\t\t<div class='mlw_qmn_new_question'>Which of the following is mutable in Python? <\/div>\n\t\t\t<div class='mlw_qmn_question  qsm_remove_bold' >\n\t\t<p><a href=\"void(0)\" class=\"qsm-deselect-answer\">Deselect Answer<\/a><\/p>\n\t<\/div>\n\t\t<fieldset>\n\t\t<legend><\/legend>\n\t<div class='qmn_radio_answers '>\n\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question5-1 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question5\" id=\"question5_1\" value=\"3\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question5_1\">\n\t\t\t\t\tInteger\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question5-2 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question5\" id=\"question5_2\" value=\"1\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question5_2\">\n\t\t\t\t\tString\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question5-3 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question5\" id=\"question5_3\" value=\"0\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question5_3\">\n\t\t\t\t\tTuple\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"qmn_mc_answer_wrap  mrq_checkbox_class\" id=\"question5-4 \">\n\t\t\t\t\t\t\t\t\t\t\t<input type='radio' class='qmn_quiz_radio qmn-multiple-choice-input ' name=\"question5\" id=\"question5_4\" value=\"2\" \/>\n\t\t\t\t\t<label class=\"qsm-input-label\" for=\"question5_4\">\n\t\t\t\t\tList\t\t\t\t\t<\/label>\n\t\t\t\t\t \t\t\t\t<\/div>\n\t\t\t\t\t \t\t\t<label style=\"display: none !important;\" for=\"question5_none\">None<\/label>\n\t\t\t<input type=\"radio\" style=\"display: none;\" name=\"question5\" id=\"question5_none\" checked=\"checked\" value=\"\" \/>\n\t\t\t\t<\/div>\n\t<\/fieldset>\n\t<input type=\"hidden\" name=\"answer_limit_keys_5\" value=\"\" \/>\n\t\t\t\t<\/div><!-- .quiz_section -->\n\t\t\t\t\t<input type=\"hidden\" name=\"qmn_question_list\" value=\"32Q8Q40Q42Q4Q15Q26Q34Q45Q19Q9Q41Q24Q1Q14Q21Q18Q22Q44Q43Q2Q20Q37Q13Q11Q10Q12Q23Q35Q39Q27Q7Q28Q30Q36Q31Q29Q3Q33Q17Q38Q6Q16Q25Q5Q\" \/>\n\t\t\t\t\t<div class=\"qsm-auto-page-row quiz_section quiz_end empty_quiz_end \" >\n\t\t\t\t\t\t\t\t\t<input type=\"submit\" class=\"qsm-btn qsm-submit-btn qmn_btn\" value=\"Submit\" \/>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div id=\"mlw_error_message_bottom\" class=\"qsm-error-message qmn_error_message_section\"><\/div>\n\t\t\t\t\t<input type=\"hidden\" name=\"qmn_all_questions_count\" id=\"qmn_all_questions_count\" value=\"45\" \/>\n\t\t\t\t\t<input type=\"hidden\" name=\"total_questions\" id=\"total_questions\" value=\"45\" \/>\n\t\t\t\t\t<input type=\"hidden\" name=\"timer\" id=\"timer\" value=\"0\" \/>\n\t\t\t\t\t<input type=\"hidden\" name=\"timer_ms\" id=\"timer_ms\" value=\"0\"\/>\n\t\t\t\t\t<input type=\"hidden\" class=\"qmn_quiz_id\" name=\"qmn_quiz_id\" id=\"qmn_quiz_id\" value=\"1\" \/>\n\t\t\t\t\t<input type='hidden' name='complete_quiz' value='confirmation' \/>\n\t\t\t\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"quiz_answer_random_ids\" id=\"quiz_answer_random_ids_1\" 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\/>\n\t\t\t\t\t\t\t\t\t\t<\/form>\n\t\t<\/div>\n\t\t<div style=\"display: none;\" class=\"qsm-popup qsm-popup-slide\" id=\"modal-4\" aria-hidden=\"false\"><div class=\"qsm-popup__overlay\" tabindex=\"-1\" data-micromodal-close=\"\"><div class=\"qsm-popup__container qmn_quiz_container\" role=\"dialog\" aria-modal=\"true\"><div class=\"qsm-popup__content\"><img decoding=\"async\" src=\"https:\/\/www.techstack.in\/blog\/wp-content\/plugins\/quiz-master-next\/assets\/clock.png\" alt=\"clock.png\"\/><p class=\"qsm-time-up-text\"> Time's up<\/p><\/div><footer class=\"qsm-popup__footer\"><button class=\"qsm-popup-secondary-button qmn_btn\" data-micromodal-close=\"\" aria-label=\"Close this dialog window\" onclick=\"location.reload();\">Cancel<\/button><\/footer><\/div><\/div><\/div>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/section>","protected":false},"excerpt":{"rendered":"<p>[vc_row content_style=&#8221;content_dark&#8221;][vc_column 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