#1 Data Science Course in Delhi ( IBM Certification )

• What is Analytics?
• Different types of analytics
• Importance of analytics in business
• An overview of modern data science
• Organizations using business analytics

• How to source data
• Data science in math and statistics
• Programming with any language
• Learning programming
• Tools and techniques to help analyze better

This is our very first module of the data science course in delhi. This course covers all the essential tools and concepts used in the data science industry, which includes machine learning, statistical inference, working with data at scale, and many more. We, at Techstack, move with a motive to provide our students with in-depth knowledge about the course we are teaching. If you choose to learn about data science certification courses in India, you will be liable to learn about a variety of sources, web APIs as well as page scraping. Explore a look at powerful techniques for analyzing your data better. Join upcoming batches from best data science institute in delhi.

• Basics of Data & Analytics
• Data dictionary
• Different types of data analytics
• Data handling
• Business data using excel

• Learning how to pre-process data
• Carry out the cluster and factor analysis
• Apply your skills to real-life business cases
• Unfold the power of deep neural networks
• Connecting data science and disciplines

This is our very second module of the best data science course in delhi. To be a data scientist is one of the most preferred fields and the suited professionals of this industry. Being one of the top data science institutes in India, we, at Techstack helps every individual to understand the ins and outs of each of the areas of our data science course that will recognize the appropriate approach to solving a problem. The basics of data analytics, dictionary, and carrying out a cluster and factor analysis will surely offer you a comprehensive look at all the buzzwords to learn and understand where they fit in the realm of data science. Join upcoming batches from best data science training in delhi.

• Understanding the data calculations
• Maintaining excel charts
• Understanding of data tools panel
• A Basic understanding of macro recording
• Learning how MS Excel functions

• Formatting of data collection
• Understanding basic segmentation and sorting
• Filtering & Validation MS
• Excel charts and Pivot Table
• Analyzing of entire excel environment

This is our very third module of the data institute course in delhi. Get a comprehensive understanding of data science courses in Delhi NCR, by joining Techstack Academy! We help you gain immense knowledge to understand the role of ethics in Data Science along with the understanding of basic segmentation and sorting. We take the use of the concepts of probability and discrete you with random variables to excel you in excel charts and pivot tables. Our table is vast for data science course content as we also conclude modern quantitative tools namely Microsoft Excel for data analysis, especially in a business context. Join upcoming batches from best data science institute in delhi.

• Introduction to Dashboards
• Designing a Sample Dashboard
• Ways to enhance a Dashboard
• Advanced charting techniques
• Different Trends and Scenario using charts

• How to approach an excel dashboard project
• Clever use of excel core for better functionality
• Add interactivity to your excel reports
• Converting excel dashboard idea to project delivery
• Using from controls Tips and Tricks

This is the 4th module of our top data science course in delhi, wherein you will be liable to learn beyond the basics of data science and analytics. Being the best institute for data science in Delhi NCR, we, at Techstack have designed an exclusive curriculum to serve all your requirements under one umbrella. Seeking this module, you will explore how to display the overviews and keep a track of large data. The dashboard project has an innate capability to ease the decision-making process whilst portraying all the vital parts inclusive in the data for its analysis and especially at the time of converting excel dashboard ideas until the project delivery is completed. Join upcoming batches from top data science training in delhi.

• Different types of data and its measures
• Data required for continuous analysis
• Distribution of probability
• Random Varieties of statistics and its application
• Computing the form of probability

• Normal distribution to the central limit
• Sampling and its theorem
• Representation along with various graphics
• Probability and its applications, exercises, and examples
• Clear understanding of how it works

This is our very fifth module of the top data science institute in delhi. Understanding the core of statistics is a core capability to become a data scientist. Once you join our Academy, we will groom you in and out about data science and its statistics by providing you with all the information in the most feasible and the easiest way. In this particular module or data science course, you will be exploring different ways and types of data along with its measures taken. Once you are done and understand all the basics until the normal distribution to the central limit, we will take you through the next level which will teach you about sampling, applications, representation of graphics with mathematics, and so on!. Join upcoming batches from best data science institute in delhi.

• What is Analytics and Data Science
• Overview of Analytics and Data Science
• Why is Analytics becoming popular now?
• Application of Analytics in business
• Terminology in Analytics

• Various Analytics Methodologies
• How Businesses use the Power of Analytics?
• Various Analytics tools and their usage
• Analytics vs. Data warehousing
• MIS reporting

This is our very sixth module of the best data science course in delhi. To attain data science certification in Delhi, you must know-how data science is a vast and comprehensive syllabus to learn. Join our academy of data science, which intends to offer you all the major pointers about how data science works and is moving forward in the field. Here, you will grasp concepts like the power of analytics, big data, statistical analysis along with having familiarity with various open sources to let you lay your hands completely onto project learning methodologies. You will also be able to discover the applicability of data science across fields and unleash your skills for data analysis to help you make data-driven decisions. Join upcoming batches from best data science institute in delhi.

• Proper Application of programming and statistics
• Sample v/s population probability theory
• Probability distribution concepts
• Types of Distribution
• Data Description – Numerical Measures of Central Tendency Data

• Description – Numerical Measures of Variability
• Inferential Statistics
• Concept of hypothesis testing
• Variations of statistical methods
• Tests, ANOVA, Correlations, and Chi-Square

This is our very seventh module of the data science course in delhi. Choose Techstack to gain knowledge from the best online data science courses and diversify your skills to explore a variety of concepts ranging from the application of programming and statistics to checking the probability of the distribution of concepts. You will also be learning about data description especially the numerical measures of the central tendency of data. During your tenure of learning about the application of business statistics, you will be liable to also have variations for statistical methods, tests, and correlation to other inferential statistics. Join upcoming batches from best data science training in delhi.

• Introduction to Python
• Installation of Python
• Getting started with Python
• History of Python Features of python
• Variable Operators in Python

• Reading and Writing data files
• Working of Python
• Framing of Python data
• Python Functions and Loops
• Merging and Sorting data

This is our very eight module of the top data science course in delhi. To excel in the field of Data Science, you must have great knowledge about Python and its understanding. Join Techstack to learn about the Python data science course where the history of the features of Python and its variables will be included. You will also learn in-depth regarding how Python functions whilst merging and sorting the data accordingly. In our module of Python under the Data science course, you will have an understanding about paving the way for computing algebraic equations eventually and having to know about the statistical models on a wide array of data. Join upcoming batches from top data science institute in delhi.

• Importing and exporting of the Data
• Concepts of Packages
• The Data Structure & its Types
• Working with Database Input (( txt, dlm, Excel, CSV, etc )
• Exporting data to various formats

• Viewing the Data
• Variable & Value Labels
• Making certain amendments to export the right data
• Analyzing the CSV or Excel file
• Creating DataFrame in order to capture the information

This is our very ninth module of the data science course in delhi. If you are learning the data scientist course syllabus at Techstack Academy, we ensure to provide you with ultimate knowledge about how to have great knowledge about data science with python courses online. Our online/offline classes provide a wide array of essential knowledge to help you excel in extracting and exporting data, keeping in mind certain factors along with data structure and its varied types. Here, you will also learn how to analyze CSV or excel files in regard to creating Dataframe for capturing the relevant information required. Join upcoming batches from top data science training in delhi.

• Introduction to Data Manipulation
• Data manipulation steps loading vectors
• Renaming and formatting
• Reshaping of the data operators
• Cleaning the data before pushing forward

• Converting unstructured data to a structured one
• User-defined function
• Combining of vectors
• Sorting and filtering the most appropriate ones
• Different packages for Data Manipulation

This is our very tenth module of the best data science course in delhi. Join us to learn about Data Manipulation under the course of python for data science certification training course in Delhi, wherein we, at Techstack makes it easier for you to gain utmost knowledge about how the vectors are loaded, how to make amendments during renaming and formatting, how do we clean and convert the data right before proceeding further. We also use Data manipulation tools that will allow you to modify data to make it easier to read and organize. These tools help identify patterns in your data easily and efficiently. Join upcoming batches from best data science institute in delhi.

• Introduction to logistic Regression
• Moving from Linear to Logistic Regression
• Model assumptions and odds ration
• Building and Validation of Logistic Regression Model
• Model assessment and gains table

• ROC curve and KS statistics
• Case study
• Time forecasting
• Basic Techniques – Averages, Trends, Seasons, and Cycles
• Advanced Techniques – AR Models, ARIMA, etc.

This is our very eleventh module of the data science course in delhi. Join Techstack Academy to uplift your skills and dive into the world of Data science having knowledgeable skills with high-tech infrastructure and lab facilities. We also provide online and offline training, wherein our students will be accountable to know everything about how logistic regression works. We are regarded as one of the best data science institutes in Delhi wherein our subjects include moving from linear to logistic regression along with model assessments and time forecasting for your basic and advanced techniques as you move forward with the module of learning. Join upcoming batches from best data science training in delhi.

• Introduction to time series forecasting
• What are time series
• What is the need for forecasting
• Introduction to basic tools and techniques
• Overview of Autoregressive Moving Average

• Plotting and planning the way out to move ahead
• Extrapolation in the classical statistical handling of time series data
• Advanced techniques with AR models, Arima, etc.
• Case study
• Analyzing the planned format

This is our 12th module of the best data science training in delhi which lays emphasis on helping our students with exclusive curriculums that are tailor-made to provide them with the right education they require to excel in the particular field. We believe there is an essential distinction in forecasting the future which seems completely unavailable but it must be estimated beforehand to make a plan and move forward with it. You will get basic information about all the tools and techniques that are to be used, with its case study. Once the plotting is completed you will always be taught upon analyzing the already planned format, again. Join upcoming batches from best data science institute in delhi.

• Introduction to Python
• What is Python programming
• Performing of various regressions
• Introduction to data mining techniques using python
• Python syntax Vs. other languages

• Amount of loops in Python Programming
• Programming of Python Files
• XML and GUI progressions
• Using various tools and utilities
• Introduction to useful resources

This is our very 13th module of the top data science course in delhi. Our Python Programming module is loaded with a number of sub-topics that are taught by the experts at Techstack Academy. This will allow you to logically analyze and learn about programming, its regressions, data mining techniques in relation to other programming languages. The python data science course runs on an interpreter system, meaning that code can be executed as soon as it is written in the most meaningful manner for the students to learn about Python easily using a variety of programming, tools, and utilities. Join upcoming batches from top data science training in delhi.

• Understanding the basics of Data Science and Analytics
• Learn about Python with Data Analytics
• Understand how to use Python and learn Scikit
• Installation of Python Anaconda Distribution
• Developing Python native data types

• Basic programming of the concepts
• Overview of Python with data science packages
• Estimating statistical models
• Learning to grow through simple syntax
• Tips and Tricks to excel in Data analytics with Python

This is our very 14th module of the data science course in delhi. Join our academy to learn in-depth about data science and big data analytics course along with the understanding Python course. Here, at Techstack we are fully dedicated to giving our students the best of knowledge we can, to help them grow in their chosen field. In this module, you will learn not just one arena but will also be able to explore Python and Data analytics boh, at the same time. It is important to learn and know-how to have the basic programming to elevate your skills through simple syntax languages. Join our academy now!. Join upcoming batches from top data science institute in delhi.

• Know about the basics of Python Learning
• Learning about Python and its objects
• Comparison to math and other operators
• Functioning of the loops
• Conditional statement

• Functioning of the Python
• Exception of handling data structures
• Introduction to syntax structuring
• Tools and techniques to be used
• Overview of the entire module for better understanding

This is the 15th module of our best data science course in delhi, which is bound to deliver you a comprehensive learning experience about the basics of Python in comparison to math and its operations. You will get to learn about the processes by which you will get to know the parallel relation between basic syntax along other languages. This Python Data Structure will help you understand fully what Data Structure is while providing the clearance of concepts which will give you immense knowledge to the entire module you are seeking knowledge from. Join upcoming batches from best data science institute in delhi.

• Overview and history of Python
• Installation of Python
• Overview to Python editors and IDE’s (Canopy, Jupyter, Pycharrm)
• Understanding Jupyter notebook & customize settings
• Concept of Packages/Libraries
• Important packages (NumPy, SciPy, Pandas), etc.

• Installing and loading packages with namespaces
• Data types and data structures
• Variables and value Labels
• Basic value operations-mathematical, string, data reading, and writing
• Debugging and code profiling
• Creation of class and modules

This is our very 16th module of the data science course in delhi. Join Techstack Academy to learn the core concepts of the python course in Delhi. In this section, we are going to discuss the core Python concepts by using simple network use cases which focus on varied sub-topics inclusive of overview to the Python editors, important packages like Numpy, different data types, and structure along with basic variables and value labels. The best highlight of joining our Data Science training academy portrays that we don’t necessarily explain every concept textually rather we focus better on you to practice such concepts multiple times. This is how you will learn to expand the practice with your own networking use cases. Join upcoming batches from best data science training in delhi.

• What is a Numpy Package
• How to import Numpy?
• Array of creation for Numpy and its basic operation
• Selecting and retrieving Data Slicing
• Universal functioning of Numpy

• Numpy data shape manipulation
• Stacking and splitting arrays
• Copies and views
• Indexing; Arrays of indices, boolean arrays
• Revision of the entire packages thoroughly

This is our very 17th module of the top data science course in delhi. For extensive data science training, it is important to have knowledge about the Numpy Packages which is a general array processing package performing high-end performance with plenty of tools and techniques to be followed. You will have an understanding of all the outputs whilst selecting and retrieving a Data slicing. With the help of an in-depth understanding of stacking, splitting arrays, and indexing, you will be liable to have a one-to-one mapping of corresponding elements that is done to construct a new arbitrary array in the field of Data Science training. Join upcoming batches from best data science institute in delhi.

• Overview of Panda Package
• How to select data from Pandas Dataframe
• Slicing and dicing using Pandas
• GroupBy/Aggregate strings with Pandas
• Ways to clean up the messy data with Pandas

• Dropping Entries
• Selecting Entries
• Advantages of using Pandas
• How Pandas are effectively used with Data Science?
• Extracting Data from different file objects can be loaded

This is our very 18th module of the data science course in delhi. Know-how the ways where pandas can be effectively used in terms of Data Science. Choose the top data science institute in Delhi and elevate your skills with the knowledge of a variety of sub-subjects to use the Pandas package. Joining Techstack will enable you to learn about plenty of topics namely, slicing and dicing using pandas, dropping entries, extracting data with a complete overview of its operation in Python. Join upcoming batches from top data science training in delhi.

• Introduction to Data Manipulation
• Overview of Data Manipulation with the help of using Pandas
• Data Alignment
• Sorting and ranking the summary of manipulation
• Statistics missing values

• Merging Data Concatenation
• Ways to combine Data frames pivot
• Tools and techniques required for data manipulation
• Duplicates binning
• Tips and tricks to excel in the field

This is our very 19th module of the best data science course in delhi. Join Techstack Academy to master the basics of pandas with us. Our data science training in delhi content delivers the utmost knowledge to help you understand real-world data, including Data alignment, figures, merging the data with sorting, and ranking the summary of manipulation. You’ll also learn how to import, clean, calculate statistics, and create visualizations using pandas to add to the power of Python!. Join upcoming batches from best data science institute in delhi.

• Introduction to Pandas
• Ways to import Pandas
• Object Creation
• Series object
• Dataframe object view

• Selecting data by Label
• Positioning data slicing
• Indexing in the most feasible manner
• Viewing of the data in-depth
• Boolean indexing setting data

Under the 20th module of our data science course in delhi, we will make you understand Pandas' package and the ways to index its data in the most feasible and efficient manner. You can also opt for a diploma in data science at Techstack Academy. Pandas are generally referred to as PD, once they are installed into the system, you need to import the library. This module generally lays an extravagant emphasis to help students learn and gain knowledge of the positioning of data slicing, boolean indexing setting data, data frame object view, and many more. Join upcoming batches from best data science training in delhi.

• Introduction to Python Advance
• Applying functions to data histogramming
• Different kinds of string methods
• Ways to merging data; Concat, join, and append
• Learning to reshape

• Grouping and aggregation
• Analysing data for missing values
• Filling missing values
• Removing the duplicates
• Transforming data

This is our very 21st module of the top data science course in delhi. If you are willing to look for a long-term purpose in the field of Data Science, join Techstack Academy! Here, we provide a wide array of data science training in Delhi with placements to the students seeking the course from us. Our expert trainers are readily available to help you with everything, beginning from the start that involves applying functions to data histogramming, learning to reshape, analyzing data for missing values, filling them while removing the duplicates copy if any. Join upcoming batches from top data science institute in delhi.

• Anatomy of a MatPlotLib
• Basics of the plot
• Containers of the MatPlotLib
• Figures of MatPlotLib
• Components and properties

• Creation of static, animated, and interactive visualizations in Python
• Axes and other graphical objects
• Cross-platform library for making 2D plots from data in arrays
• Tools and techniques used
• Completed in-depth knowledge to Python Advance

This is our very 22nd module of the data science course in delhi. We are one, well-renowned data science training institute in Delhi providing you in-depth knowledge about MatPlotLib which is a quick way to visualize data from Python and publication-quality figures. Our course is designed in a manner to provide you with a variety of sub-topics to help you understand better about MatPlotLib and its operating ways. This includes a cross-platform library, creation of 2D plots, figures of MatPlotLib, tools, and so on. Join upcoming batches from best data science training in delhi.

• Data for Matplotlib Plots
• What is a Subplot?
• Modifying the size of figures
• Plotting routines with pyplot
• Customizing your pyplot

• Deleting an Axes
• Setting up Plot Title, Axes Labels
• Save a plot to an image file and PDF file
• Generating visualizations with Pyplot
• Amalgamation of Pylab and Pyplot

This is our very 23rd module of the best data science course in delhi. Learn an extensive and comprehensive curriculum in Data science training by joining Techstack Academy! Here you will explore a wide variety of topics that cover various topics, that would include generating certain visualizations, the amalgamation of Pylab and Pyplot, etc. You will also discover various ways to attain tips and tricks for having a clear bifurcation between the two.
One of the greatest benefits of joining Techstack is, they allow a clear understanding of knowledge every step of the way for your learning. Join upcoming batches from best data science institute in delhi.

• What is Machine Learning
• History of Machine Learning
• Types of Machine Learning
• Learning How artificial intelligence relates to machine learning
• Data science vs Machine
• Learning Fundamentals of Machine Learning

• Brief introduction to gradient descent
• Overview of cross-validation model
• Performance metrics
• Learning supervised and unsupervised ML with examples
• Biases associated with ML algorithm
• Cost functions

This is our very 24th module of the data science course in delhi. If you are keen to have knowledge about Machine Learning at our institute, enroll and join us now! We offer a course in deep learning for you to understand better. The data science course syllabus at Techstack Academy lays major emphasis on focusing on concept ideas first, which will be then followed by the entire subject later. The trainers are fully dedicated to providing knowledge in-depth and are always available to clear your doubts whenever you require. Learn theoretically as well as gain practical knowledge about ML. Join upcoming batches from best data science training in delhi.

• Introduction to supervised learning
• Model Complexity
• Generalization
• Performance and Connection between Model
• Complexity and Generalization
• Performance Importance of the feature

• Scaling the Regularization
• Use of cross-validation for model evaluation
• Techniques used to create model complexities
• Know your neighbor (KNN)
• Know-how about support vector machines
• Logistic Regression

This is our very 25th module of the top data science course in delhi. Learn Data Science from the Industry Experts trainers at Techstack. We offer the most advanced case studies & capstone projects in our course of Data Science Training where you will be liable to know everything that comes under supervised learning. Our trainers provide top to bottom with practical information on all the most recent devices and strategies that are used. You can easily learn, analyze, and grow in this field by learning many topics, namely performance, and connection between models, the importance of the features, KNN, logistic regression, etc. Join upcoming batches from top data science institute in delhi.

• Understanding of Evaluation and model
• Selection methods to optimize the learning sessions
• Performance of machine learning models
• Plotting graph between training and testing
• Using grid search CV

• Turning precisions and recalling
• Using evaluation metrics
• Analyzing the data in and out
• Checking the inputs and outputs
• Tuning with the parameters

This is our very 26th module of the data science course in delhi. Once you are thorough with the knowledge of supervised and unsupervised learning, we will take you to the next step of learning which is evaluation. Choosing a data science course is not easy, but at Techstack Academy, we make everything happen smoothly and efficiently. We will make sure that you get a complete understanding of evaluation and models learn to optimize how they work and finally check all the inputs and outputs with the usage of evaluation metrics. Make yourself ready to be an expert in the field chosen by you, at Techstack and we will take care of all your growth, thereafter. Join upcoming batches from best data science training in delhi.

• Complete overview of the advanced supervised ML concepts
• Ensembling learning
• Learning of the critical problems of data leakage in ML
• How to detect major pitfalls and how to avoid it
• Different types of supervised learning

• Optimal summary of Deep Learning
• Knowing about the neural networks
• Regression filing of the data
• Mandatory classification
• Working on various algorithms

This is our very 27th module of the best data science course in delhi. Advance your career in the field of Data Science. Become an advanced level data scientist by joining one of the top data science institutes in India. We, at Techstack, give access to our students with instructor LED online classes along with offline classes as per your preference. Join us to elevate your skills and know-how to detect major pitfalls coming your way in supervised learning sessions. You will also be learning various aspects regarding the mandatory classifications, regressions, and certain essential algorithms that are used. Join upcoming batches from best data science institute in delhi.

• Introduction to unsupervised learning
• Clustering technique- K
• Different types of clustering
• Documents retrieval
• Case study of clustering

• Similarity and dissimilarity b/w supervised and unsupervised learning
• Unrecommended products
• Analyzing grouped data
• Drawing the references of the datasets
• Maintaining a clear report after analysis

This is our very 28th module of the data science course in delhi. Learn new methods of clustering with the best data science training in Delhi. Techstack Academy focuses on delivering our students with the best of knowledge by grabbing all the necessary courses and data science syllabus around the corners. Our trainers are fully dedicated to helping you to check the quality of clustering, where you will choose intrinsic methods, namely within-cluster SSE, also known as Distortion. Apart from all this, you will also be exposed to other variants that are included in unsupervised training to help you excel in the field, be it any term. Join upcoming batches from best data science institute in delhi.

• Overview of reinforcement
• Research to find an optimal policy
• Android bellman equations
• Value functioning
• MDP evaluation (Markov Decision Process)

• Policy Iteration
• Value Iteration
• Machine learning techniques
• Strategy Planning
• Revision of entire planning happened for reinforcement

This is our very 29th module of the data science course in delhi. Take a data science training online at Techstack Academy that intends to deliver you with nothing but the best. We educate our students in every aspect of the course they choose and start it from the very beginning to give immense knowledge about the subject. When you get under reinforcement learning, you will be liable to discover varied sub-topics including machine learning techniques, policy iteration, value functioning with android bellman equations. Your training will be based upon the input, and the model will return a state so you are in comfort to decide whether to reward or to punish the model based on its output. Join upcoming batches from best data science institute in delhi.

• Introduction to unsupervised learning
• Amalgamation of deep learning for better understanding
• Case Study of Unsupervised Deep Learning
• Arrangement on the basis of time
• Predicting upcoming learnings

• Overlooking the algorithms
• Code Walkthrough of Unsupervised Deep Learning
• Structuring of the data in an easy manner
• Segmentation
• Significance of Deep Learning

This is our very 30th module of the best data science course in delhi. Boost up your skills and get ready to be an expert in data analysis only with Techstack Academy. Choose our data science training certificate to make yourself job-ready and set your career on the straight path following the topics discussed and taught by our trainers. During the course of unsupervised deep learning, you will get access to open the doors for better understanding in the field of appropriate algorithms, segmentation, an amalgamation of deep learning with other learnings along with knowing its significance within one specific arena only. Join upcoming batches from best data science institute in delhi.

• Introduction to text mining concepts
• Finding of patterns in a text
• Sentiment Analysis using R
• Application of Social Media analytics
• Collecting Twitter data with Twitter API

• Fine-tuning of the models
• Sentiment Analysis with the word cloud
• Finding of text as a graph
• Natural language processing (NLP)
• Feature engineering with text data

This is our very 31st module of the data science course in delhi. Text mining is one of the most critical ways to analyze and process unstructured data. In order to grow exponentially in the field of Data Science, you will be required to have an exquisitely crafted exclusive curriculum that contains everything ranging from sentiment analysis to collecting social media analytics, features, finding the text as a graph, NLP, and many more. This will enable the student to learn the data science course syllabus in-depth to become an outstanding data scientist. Join upcoming batches from best data science institute in delhi.