#1 Artificial Intelligence Course in Delhi ( IBM Certification )

• An introductory remark about python.
• A brief history of python
• How python is different from other languages
• Python versions
• Installing python

• IDLE
• How to execute a python program
• Writing your first program
• Different types of languages used with Python
• Analyzing the strategies which are curated

Since the demand for Artificial Intelligence is at its peak, still it is essential to learn about the advancements of the language. We, at Techstack, have curated the curriculum carefully that comprises two courses where we get our hands laid on introduction with Python, its history, the versions, installing, and execution. There are many programming languages we will be teaching you which can be used in AI and ML implementations, amongst which one of the most popular ones in Python. Choose our Artificial Intelligence course in Delhi that sets the foundation so that we sail through the rest of our student’s journey with minimal hindrance, helping them achieve the utmost knowledge about the best Artificial Intelligence Course and its operation.

• Basics to Python
• Python keywords and identifiers
• List, tuples, dictionaries
• Python statements
• Comments in Python

• Command-line arguments
• Getting use input
• Exercise
• AI capstone projects
• Arithmetic operators

Join Techstack Academy to attain the best artificial intelligence training in delhi to foster your skills in the field of AI in real world. We ensure to take your career growth into our hands by providing exclusive hackathons and masterclasses at our institute. Throughout this exclusive Artificial Intelligence certification training, you'll be able to master the concepts of Data Science with Python, Machine Learning, Deep Learning, & live sessions, practical labs, & projects held at Techstack. Once you join our Artificial intelligence course in Delhi, you will be 100% satisfied with the training and the subject taught in-depth by our certified trainers who hold great hands on experience up to 8+ years in this particular field.

• Introduction To Machine Learning
• What is Machine Learning?
• History of Machine Learning
• How artificial intelligence relates to machine learning
• Data Science vs Machine Learning

• Fundamentals of Machine Learning
• Tools and techniques to know how machine learning works
• Different types of machine learning
• How to prepare the data
• Analyzing the data prepared

Explore the introductory and the core concepts of machine learning by joining our Artificial Intelligence institute. Techstack Academy is listed amongst the top 10 Artificial Intelligence institutes in delhi. Artificial Intelligence is an exciting branch that offers a variety of sub-topics inclusive of introductory to machine learning, different types of machine learning, differentiating between data science and machine learning, and at last, analyzing the data prepared that will provide the skills you need to become an expert that will unlock the power of this emerging field. Our curriculum for artificial intelligence course in Delhi, which is designed in guidance with industry and academia to develop job-ready skills for your future.

• Branches of Machine Learning
• Different phases of Machine learning
• Modeling
• Data preparation for modeling
• Train test split

• Evaluation of the model
• Classification of ML
• Data Mining
• Overfitting the ML Error
• Concept clearance of decision tree

Once you choose our online or offline artificial intelligence course in delhi, you will be liable to have a complete understanding of how Machine learning moves ahead. The term machine learning is often considered as a farming or gardening, which contains the seeds that are known as algorithms, nutrients are the data, the gardener is you and plants are the programs, and we at Techstack are reapers who are responsible to groom you well in the particular field of AI, under the sub-topic of machine learning. We have compiled some ideas and basic concepts of Machine Learning that are helpful for the students to understand in-depth the subject as well as for beginners who have just landed in this exciting world.

• Classification of supervised learning
• KNN
• Logistic regression
• Naive Bayes
• Decision Tree
• Linear Regression

• SVR, KNN Ridge Regression
• Model complexity
• Generalization performance
• Connection b/w model complexity & generalization performance
• Importance of feature scaling
• Cross-validation for model evaluation

Get ready to take your tech skills to the next level with Tecstack Academy! Our experts are bound to deliver you with the best of knowledge in whichever course you may choose. Supervised learning makes it possible for you to search for patterns in historical data in relation to all fields and in accordance with a special field, called “the target field”. The artificial intelligence training syllabus at Techstack is extravagant and designed exclusively, allowing you to have deep knowledge about supervised learning, with the classifications, Decision tree making, differentiating b/w model complexity, and generalization performance, cross-validation for model evaluation, and many more. Upskill your skills with Techstack’s Artificial intelligence course in Delhi.

• Ensemble Learning
• Learning critical problem of data
• Leakage check-in machine learning
• Detecting problems and ways to rectify it
• Using techniques of Lagrange multipliers for constrained optimization problems

• Latent variable models
• Regression and classification
• Performance of algorithms
• Tools and techniques to be used
• Analyzing the data accumulated

We have a group of leading practitioners who bring current best practices and variables to provide you with sessions that fit into your work schedule easily and efficiently. Get thorough research with theoretical and practical knowledge about advanced supervised machine learning concepts ranging to start from providing you with an overview of ensemble learning, critical problems of data, usage of different languages, the performance of algorithms along various tools and techniques to be used for better performance. Our artificial intelligence course in Delhi, also introduces theoretical machine learning, including mathematical models of machine learning, with the out-of-the-box design and rigorous analysis of learning algorithms.

• What is unsupervised learning?
• Introduction to the algorithms of unsupervised learning
• Types of unsupervised learning
• K-means clustering
• Various kinds of learning

• Recommendation Engines
• Association
• Supervised vs. Unsupervised Machine Learning
• Applications of unsupervised machine learning
• Disadvantages of Unsupervised Learning

To search for the best Artificial Intelligence Course in Delhi, you have landed at the most appropriate platform, wherein at Techstack, we provide our students with an opportunity to implement the skills they have learned so far, and then finally turning them into the pro of AI. The wide availability of experts and dedicated mentoring sessions held at our institute will enable you to know how to solve a real industry-aligned problem. We also assist you with real-time hands-on projects which might be considered in the final step for your learning path. Our motive is to keep our students updated with the most precedent knowledge about unsupervised working and algorithms that showcase your expertise to other people, in the same field for your future.

• Introduction to NLP
• NLP ad NLTK
• Ways how natural processing works
• NLTK extension and exploration
• Tools and techniques used in NLP

• Breaking down the elemental pieces of language
• Brief history and case study
• Sense of textual data
• Use cases of NLP
• Topic modeling

At Techstack Academy, the artificial intelligence course syllabus is curated in a manner to deliver the utmost knowledge to our students covering all the major topics that may include different ways to process natural language, tools and techniques, sense of textual data, use cases of NLP, topic modeling and so on. The professionals here come from extremely diverse and techy backgrounds who have worked for years and are certified corporate professionals implementing real-time artificial intelligence training projects. Join the Artificial intelligence Institute in Delhi and give a boost to your existing skills. Our strong associations with plenty of top organizations make us capable to help place our students at one of the most renowned MNCs around the globe.

• Description to sentiment analyzer
• Preprocessing- tokenization/tokens to vectors
• Sentiment analysis using logistic regression
• Sentiment lexicons
• Regular expressions

• Sentiment Analysis Tool
• Twitter sentiment analysis
• Advantages of using sentiment analysis
• Different types of Deep Learning techniques
• Keeping a check on the analyzer

We, at Techstack, are dedicated to taking every course and subject in action with deep understanding to deliver our students with immense knowledge to help them transform into an expert. Attain one of the best artificial intelligence Course in Delhi and unveil your super skills by elevating them with Techstack Academy. Upon the completion of your AI course, you will also receive certificates from us our artificial intelligence institute in Delhi. These certificates will testify to your skills as an expert in Artificial Intelligence Program. Our sub-topic of sentiment analysis is diversified to provide you with knowledgeable skills, our trainers are staunch to let you grow within your preferred field.

• Introduction to Latent Sentiment Analysis
• PCA and SUD
• LSA in Python
• Advanced LSA
• Theory and practical of LSA

• Classification
• Implementing LSA in Python using Gensim
• Pros and cons of LSA
• Use cases of Topic Modeling
• Determination of the optimum number of topics in a document

Discover the undiscovered topics with our Artificial Intelligence Institute in Delhi, wherein we are dedicated to offering you courses that match your preferences. It is essential to have thorough knowledge about latent sentiment analysis if you are willing to go for artificial intelligence. To become an expert in this field you will be required to extract ‘knowledge’ from a large amount of collected data. We are a renowned artificial intelligence institute in Delhi, who provides top artificial intelligence courses in Delhi with relevant information and content available for retrieval and recommendations. We also provide you with an immense amount of tools and techniques that are beneficial for you to analyze and understand the data.

• Introduction to article spinning
• Article rewriter
• N-gram model
• Natural language generation vs article spinning
• Republishing in a different format

• Implementation of article spinning with Python
• Pros and cons associated with article spinner
• How article spinner has given an edge to AI
• Different ways to use the tool
• Extra features of article spinner

Content spinning is all about using a robot which is done by using software which is the greatest part of Artificial Intelligence Traiining. Natural language generation uses deep learning which enables the creation of human-like readable text which results in a unique article based on a language prediction model. We provide the best certification for an artificial intelligence course in Delhi that includes all kinds of tools and techniques to take an original article and produce one or more variations by replacing specific words, phrases, or sentences with alternate versions. Choose from the top 10 artificial intelligence institutes in Delhi and widen your horizon. This arena of AI helps students learn about a variety of pros and cons associated with article spinner. The Implementation of article spinning with Python is also an essential topic to understand, our professionals are right here to treat you with an in-depth understanding of the entire concept of article spinning at our artificial intelligence institute in Delhi.

• Introduction to Tensorflow
• Computation Graph Tensors
• How is a neural network implemented in TensorFlow?
• Placeholder and variables
• TensorFlow basics

• Conceptual understanding of Neural Networks
• Core API components
• Model evaluation
• Deep learning with Tensorflow
• Learning Tensorflow with Python

If you are willing to gain knowledge about TensorFlow, you must acknowledge that it is an open-source library for machine learning applications. Join Techstack the artificial intelligence institute in delhi and get thorough information in regard to Tensorflow, its components, the core APIs, model evaluation, deep learning with neural networks, etc. Our Academy is dedicated to acquainting you with extremities of knowledge about Tensors. The Deep Learning course with TensorFlow certification training is developed at Techstack which is taught by industry leaders and aligned with the latest best practices. Maximize the area of your expertise with an unlimited pool of practice sessions and questionnaires held regularly. You can also elevate your skills with our artificial intelligence institute in Delhi, by attaining better knowledge by learning Tensorflow with Python and other programming languages.

• Introduction to conventional neural network
• Types of layers
• Activation layer
• Pooling
• Flattening
• Fully connected layer

• Softmax, argmax and cross entropy
• Perceptron
• Activation function
• Cost function
• Tools and techniques used
• Gradient descent backpropagation

Get more details about the conventional neural network which is a deep learning algorithm that has a tendency to put an image and assign importance to various networks to be able to differentiate from others. We are regarded amongst the top 10 artificial intelligence institutes in Delhi. We make sure, to help students know every bit regarding the specialized domains, Techstack Academy has a team of experts from the industry that assure you to provide you with ultimate knowledge and skill about the working of neural networking. We also train you truly to reach your goals in the field of variant types of layers, activation functioning, Softmax, argmax, and cross-entropy as well as gradient descent backpropagation. Once you finish the artificial intelligence course, you will be able to use your new skills in artificial intelligence training and placement by our team, helping you land your dream job.

• Introduction to artificial neural networks
• Linear and logistic regression with Tensorflow
• MNIST case study through CNN Tensorflow
• LSTM networks
• Mimicking the process through various algorithms

• Restricted Boltzmann machines
• Autoencoders
• What are the disadvantages of artificial neural networks?
• Practical applications of ANN
• Predictive modeling

An artificial neural network is known as the component of artificial intelligence that is meant to simulate the functioning of a human intelligence. If you are keen to learn more about the artificial intelligence course in Delhi, join our Academy now. We, at Techstack, open doors to thousands of opportunities, to teach and inspire students to think for their betterment. AI is not an easy subject to learn within a few months, but our professionals at Techstack make it happen. We believe, nowadays, holding just a professional degree is not sufficient. Therefore, to assist you today as well as your future, we provide you with the best of resources to learn and understand new emerging technologies that will help you to acquire the necessary skills and knowledge to keep you ahead in your career of artificial intelligence training in Delhi.

• Object Detection overview
• Overview of R-CNN
• Concept of fast R-CNN
• Classification of the objects
• Understanding faster RCNN

• Use cases and applications
• Image recognition and segmentation
• Working of object detection on the edge
• Choosing appropriate tools
• Implementing mask RCNN in Python

Object detection is inextricably linked to many computer vision techniques similar to image recognition and image segmentation which helps you to understand and analyze scenes in images or video. Join our artificial intelligence course in delhi and know-how the different ways of object detection with us. Get to know all about artificial intelligence training in Delhi and know the ways how we bridge the gap between the basic CNN architecture that you are already aware of and modern architectures like Resnet. Our teaching methods are faster and move forward with state-of-the-art to help you implement various segmented masks of RCNN in Python. Learn the modern ways with deep learning in regard to object detection only with Techstack Academy Artificial Intelligence Institute in Delhi.

• Introduction to face and eye detection
• Viola jones algorithm
• Haar-like feature
• Integral image
• Training classifiers

• Adaptive boosting
• Cascading
• Merging faces
• Yawn detector and counter
• Facial recognition

The face detector is one of the most popular techniques that has been followed for a long time. An exquisite software that works in a manner to solve reasonably well by classical feature-based techniques, such as the cascade classifier. We are recognized as the best artificial intelligence institute in delhi as we not only focus on one formula to help our students understand face detection but also focus on other arrays namely merging faces, yawn detection, training classifiers, adaptive boost, and many more such terms. If you want to broaden your employment options or advance in your chosen career, join Techstack Academy, as we offer deep learning methods that have achieved state-of-the-art results on the standard benchmark, specifically for face detection datasets.

• Introduction to motion analysis
• Motion detection and pose estimation
• Filtering by color
• Background subtraction and foreground subtraction
• Using mean-shift and Camshaft for object tracking

• Single-object localization
• Object segmentation and tracking
• Ways to object/person detection
• Analyzing the object
• Optical flow

To learn a complete artificial intelligence course, you must choose an appropriate artificial intelligence institute that offers you the right education by professionals having great years of hands on experience in the same field. Join Techstack Academy, listed amongst the top 10 Artificial Intelligence institutes in delhi, that are dedicated enough to deliver exquisitely crafted curriculums that would suit your requirements perfectly. Learn more about Motion analysis, an array that is performed on a day-to-day basis without giving it much thought. Every year millions of students are released into the market and only a few get to seek their dream job. Joining our artificial intelligence training in Delhi will assure you of 100% job placement post the completion of your course.