#1 Post Graduation in Artificial Intelligence Course in Delhi

• Overview of AI
• Applications of AI
• AI foundation and history
• Structure type of AI
• Description of several issues and ethical concerns surrounding AI

• Articulate advice
• Intro to Data Science and ML
• Functional areas of AI
• Tools and techniques used in AI
• Analyzing the data

To choose the best post graduation in artificial intelligence course in Delhi, you must visit Techstack Academy! We provide ample knowledge and a rigorous curriculum that is prone to help you in the field of Artificial Intelligence. Our mission is to advance knowledge and educate students in science, technology, and other areas that will best serve you with the best of knowledge. Gain an entire overview of AI articulate advice, functional areas of AI along with analyzing the data accumulated. Our professionals are always available to assist you with providing the right information when required.

• What is Analytics?
• Different types of Analytics
• Importance of Analytics in Business
• Organizations using Business Analytics
• Data & Analytics

• Data Dictionary Data Types
• Data Handling
• Business Data Using Excel
• How does Business Analytics perform?
• Tools and techniques required for a better understanding

Business Analytics has been rapidly gaining popularity among practitioners and academicians which is a conceptual foundation that has existed for centuries. We, at Techstack, offer courses for artificial intelligence that is designed to transform unstructured, nonstandardized big data originated from multiple sources into meaningful information helpful for a better career decision.
With 10+ years of experience, we have delivered the utmost knowledge and extravagant skills in the field of Artificial Intelligence, to plenty of students. Keeping the same regard in mind or courses for Business Analytics is engraved in a manner with a closed-loop framework seeking continuous process improvement through monitoring and learning

• Understanding of data calculations in Excel
• Formatting of data calculation
• Introduction to Excel Interface
• MS Excel functions
• Understanding about Sorting, Filtering & Validation MS

• Excel charts
• Pivot Table
• Understanding of Data Tools Panel
• Basics of Macro Recording
• Features of MS Excel

We, at Techstack, believe in assisting you with our knowledgeable skills, from the very beginning starting with an introduction to helping you learn about formatting, MS functioning, Excel charts, Pivot table till the basics of Macro recording and the extensive features of MS excel. We are recognized as one of the best post graduation in artificial intelligence institutes in India, that offer several innovative learning methods with uniquely created modules for the betterment of your understanding. We also provide corporate training on a variety of cutting-edge technologies in many fields, as per your preferences.

• Introduction to Dashboards
• Trends, and Scenario using charts
• Advanced charting Techniques
• Designing Sample Dashboard
• Using from controls

• Tips and Tricks to enhance dashboard designing
• Step-by-step Excel dashboard tutorial
• Representation of data
• Organizing data
• Check-on the designed dashboard

Get extensive knowledge about designing the dashboard in excel with Techstack Academy. Anybody who is keen to learn about how Artificial Intelligence dominates human behavior can go for an artificial intelligence course.
The course contents are up-to-date and creatively supported by advanced training methodologies. We help students to develop professional traits required in succeeding in their careers. The skills and expertise acquired during training in our institute help students to move ahead in their careers immediately. Work ethics, step-by-step excel dashboard tutorials, and other professional etiquettes are taught to the students with regular exercise in the institute.

• Data types and their measures
• Random varieties and their application with exercises.
• Probability
• Applications with examples
• Probability distribution with example

• Various graphic representation with
• Data for analysis continuous
• Discrete probability distribution
• Computing probability from normal distribution central limit
• Theorem for sampling

Kickstart your project with the statistics of post graduation in artificial intelligence course at Techstack Academy! We always believe in delivering raw observations with the data solely, through which people are unaware of the particular information or knowledge. Know-how the ways of statistical inference with the best post graduation in artificial intelligence institute. Learn about data types acquired with random varieties along with certain applications along with examples to know about how graphic representations are done. There are different theorems, tools, and techniques provided for a wide reference to sampling and application of the statistics.

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

• MIS Reporting
• Terminology in Analytics
• Various Analytics Methodology
• How Do Businesses Use the Power of Analytics?
• Various Analytics tools and their usage

Join our post graduation in artificial intelligence institute in Delhi that introduces concepts and skills which can help you tackle real-world data analysis challenges. Learn about a variety of techniques we tend to follow and introduce our students with which may involve an introduction to analytics, the MIS reporting, terminology, and various analytics that are present within their usage. Our class of data science focuses on breadth and present topics by giving you an introduction about data science, thoroughly instead of focusing on a single topic only. This will give you the opportunity to sample and apply the basic techniques of data science, taught by our professionals.

• 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
• Concepts of Hypothesis testing
• Statistical Methods – Z/t – tests, ANOVA
• Correlations and Chi-Square
• Tools and techniques required for proper application

Considering the term ‘Artificial intelligence’, there are various sectors where AI is broadly used. Technology has risen up at the highest in terms of AI, where plenty of sectors rely the most on AI inclusive of medical image analysis, predictive maintenance, HR systems, and more. Get complete Artificial Intelligence training in Delhi and get the best of all exposure with us! Or team, a Techstack Academy assures to provide you with everything that comes under business statistics, its application, concepts of hypothesis testing, statistical Methods, correlations, and Chi-Square. If you have a strong desire to learn AI course, get your hands laid on one of the best post graduation in artificial intelligence institutes in Delhi.

• 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 python
• Writing your first program
• Ways to learn python in-depth
• Functioning of Python

Gain access to up-to-date content & expert-led courses at Techstack Academy! Get exclusive AI training in Python language with its brief history, versions, installation, and functioning. Python is a high-level, interpreted scripting language that acquires to be taught by industry-driven leaders. We believe teaching everything from scratch is the only way out to help our students excel in any of the fields that they choose. In order to ensure that, we execute Python with other programming languages in a different manner wherein you can use Python Shell-like IDLE, and take inputs from the user in our Python compiler.

• Overview to Python Basics
• Python keywords and identifiers
• Python statements
• Multi-line statements
• Comments in Python

• Command line
• Use of inputs
• Exercise
• Modes of programming
• Syntax and dynamic typing

Get an exclusive ede over extravagant curriculum designed by industry-experts and trainers of Techstack Academy. We work on the latest case studies and projects helping you learn everything about Python and its programming. Our Post Graduation in Artificial Intelligence Training in Delhi focuses on teaching our students with the use of inputs, modes of programming along with syntax and dynamic typing and commenting in Python. The trainers are dedicated to help students reach utmost heights in terms of Python and its programming.

• What is Numpy?
• Importing Numpy
• Numpy Array creation and basic
• Universal functioning of Numpy
• Selecting and retrieving data
• Data slicing

• Iterating Numpy Data Shape
• Manipulation, Stacking and
• Splitting Arrays
• Copies and Views: no copy, shallow copy, deep copy
• Indexing: Arrays of indices,
• Boolean Arrays

Quickstart your tutorials for the Numpy package within our online post graduation in artificial intelligence course, with us! We are not only limited to providing you with online classes, but we also have a wide array of offline sessions available in two of our branches, Delhi & Noida. Enroll with our academy now, and get complete exposure to exclusive content derived by our professionals that will foster you for your better knowledge and understanding of Artificial Intelligence. We let you move ahead with our step-by-step procedure from importing Numpy to leading the data slicing and indexing of it with the appropriate tools available!

• What is Data Manipulation?
• Role of Pandas in Data Manipulation
• Data Alignment
• Sorting and Ranking Summary
• Statistics Missing Values

• Merging data Concatenation
• Combining Data
• Framing of Pivot
• Duplicates Binning
• Tools used for manipulating the data

Learn the basics of Pandas, which is widely considered as an industry-standard Python library that provides tools for data manipulation and analysis. Join our academy to know more about the artificial intelligence course syllabus in detail which is taught by our experts who have an experience of more than 8 years in the field of Artificial Intelligence. Learning at Techstack, you will be liable to unlock your potentials and know-how the ways of data manipulation, data alignment, framing of Pivot, duplicated binning, and get exposure to the best tools used for manipulating the data.

• Pandas overview
• Importing Pandas
• Object creation
• Series Object with Data framing
• Viewing Data

• Selecting data by Label
• Position Data Slicing
• Boolean Indexing Setting Data
• Learning about pandas package in-depth
• Analyzing the data

Have you heard that there are multiple package managers in the Python world? Get your hands laid on the most powerful, flexible and easy to use open source post graduation in artificial intelligence training in Delhi with Techstack Academy. We will enable you to convert and analyze in the most feasible manner. Become a certified AI expert, we train you to be job-ready for viewing data, positioning data slicing, learning about pandas packages in-depth and getting placed in the top company, to find a clear way for your future in the field of Artificial Intelligence.

• Applying functions to data
• Histogramming
• String methods
• Merge Data: Concat, Join and Append
• Grouping, Reshaping, and Aggregation

• Analysing Data for missing values
• Filling missing values: fill with constant
• Forward filling by removing
• Duplicates
• Transforming Data

If you are willing to seek knowledge in terms of AI course in Delhi, you must understand that Pandas is a Python library that is very fast and lets you do exploratory work incredibly quickly via data analysis. In our course of the process, you will be learning in-depth about data analysis relating it with the programming language of Python, which is an approach that is used to analyze large data sets to summarize the main characteristics. You can easily duplicate, transform and merge data by learning Python Advance at Techstack Academy!

• Anatomy of Matplotlib Plot
• Basics of Matplotlib and its containers
• Figures of Matplotlib
• Components and properties
• Axes and other graphical objects

• Python libraries
• Features of Matplotlib
• Plotting coordinates
• Downloading and installing the map
• An overview of the techniques

Learn to visualize multiple forms of data with our post graduation in artificial intelligence training. We, at Techstack, provide you with 360-degree knowledge of Python, relating to visualization, and other languages that will enable you to easily access and load data from files or from internet sources for data visualization. You will also learn how to create live graphs, modify and enhance them to make them visually appealing. The trainers at Techstack are always ready to assist you with different sections namely features of Matplotlib, components, properties, its figures, and an overview of the techniques used.

• 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 of Plot titles, axes, and labels
• Layout showing, saving, and closing
• Saving of a plot with an image or Pdf file
• Usage of Cla, Clf, or close

To grow your skills in the particular field of AI is not as easy as it seems to be. For it, it requires complete detailing to the subtopics, wherein joining Techstack Academy, will ensure you learn about everything from the start. Our online post graduation in artificial intelligence course in Delhi has professionals who intend to deliver you the knowledge all about modifying the sizes and figures, plotting the routines with Pyplot, setting up the titles, setting the layout, and many more. We focus on all the latest techniques that are used to set up the right Pyplot. Once you join our academy, you will be assured to get the job of your preference due to our great tie-ups with MNC’s.

• What is Machine Learning?
• History of Machine Learning
• Learning how Artificial Intelligence relates to ML
• Data Science vs Machine learning
• Learning fundamentals of ML

• Machine Learning concepts
• Branches of ML
• Learning modeling
• Data preparation for modeling
• Evaluation of the model

Since machine learning has existed as a buzzword for the past few years, young students have acknowledged its importance to make a career in the same field. To help this come true, we have a complete section of ML in our post gtraduation in artificial intelligence training in Delhi, where we focus on providing you with complete knowledge of how AI is related to ML, its relation with Data Science, different branches of Machine Learning, data preparation and finally the evaluation of the complete preparation done. Moving with baby steps to newly emerged topics, we at Techstack are able to deliver the best of the knowledge in regard to Machine Learning.

• Classification
• KNN
• Logistic Regression
• Naive
• Bayes SVM
• Decision Tree
• Regression SVR

• KNN Ridge
• Model complexity
• Generalization
• Performance
• Connection b/w model complexity & Generalization
• Importance of feature scaling
• Cross-validation for model evaluation

Kick start your machine learning journey with supervised learning only at Techstack Academy! Explore our post graduation in artificial intelligence course in Delhi and know-how the ways where supervised learning moves forward. We teach our students with carefulness, taking every student’s capability, understanding, and doubts in our mind. Lay your hands on the basics of learning where we explain the concept of supervised learning in-depth. We also go over the various types of problems that can be solved with the help of supervised learning techniques. These might involve extraordinary topics covered like the connection between model complexity and generalization, stating the importance of feature scaling with the cross-validation for model evaluation, and so on!

• Overview to ML Concepts
• Ensemble Learning
• Learning of critical problem
• Data leakage in machine
• Detection of errors

• Ways to avoid the errors from happening
• The functioning of the maps
• Characteristics of advanced supervised ML concepts
• Algorithm analysis
• Classification of groups and subgroups

Learn plenty of advanced skills which you will be required to perform various real-world machine learning tasks in different environments. Our post graduation in artificial intelligence course in Delhi sets the bar high above other competitors to deliver you the right information with the most advanced ML concepts that are supervised. These include easy detection of the errors, functioning of the maps, classification of the groups along algorithm analysis.
Whether you’re a marketer, programmer, or videogame designer, Techstack Academy provides a course to help you apply machine learning to your work in the most feasible and proficient manner.

• An overview of unsupervised learning
• Branches of unsupervised learning
• K-means clustering
• Types of algorithms under unsupervised learning
• Recommended engines

• Difference b/w supervised and unsupervised
• Patterns used under unsupervised learning
• Inputs and outputs variable
• Classification and labeling
• Inferences of datasets

The system of unsupervised learning is presented with example inputs and their desired outputs, which has a goal to learn a general rule that maps inputs to outputs. To run out for the courses of artificial intelligence, you need not fret, as we are right here to assist you with all the courses present. We at Techstack, teach our students with great understanding to provide meaningful information in terms of classification and labeling, Inferences of datasets, different kinds of algorithms, recommended engines, and clustering. If you're interested to explore programming and the artificial learning world, then go for this course.

• What is natural language processing?
• Objective of NLP
• Advantages of NLP
• NLP and NLTK
• NLTK extension and exploration

• Techniques used in NLP
• Neural networking
• NLP using Python
• Analyzing text data
• Comprehensive learning

Get your skills laid on the natural language processing Artificial Intelligence course in Delhi. We, at Techstack, resolve the ultimate objectives of NLP which are to read, decipher, and understand whilst making sense to the human languages in a manner that it turns out to be enough valuable. To enhance your tech skills with our postgraduate courses in artificial intelligence, our trainers excel in the field of AI having experience of up to roughly 8 years of teaching comprehensively understanding the human language which requires an understanding of both the words and the concepts. This teaching is dedicated to delivering the intended message to the students, easily and efficiently.

• Description of sentiment analyzer
• Preprocessing
• Tokenization/Tokens to vectors
• Sentiment analysis using Logistic Regression
• Sentiment Lexicons

• Regular Expressions
• Twitter Sentiment
• Tools used to analyze
• Collecting the data
• Final analysis

Elevate your techy brain with the use of artificial intelligence, exclusively by seeking our AI course at Techstack Academy. We are a one-stop institute of artificial intelligence that focuses on delivering the utmost knowledge to our students with a variety of sub-topics covered under this particular topic. The simplicity of rules-based sentiment analysis makes it an outstanding option for basic document-level sentiment scoring of predictable text documents with survey responses. This also makes the most of it by enabling students to learn tokenizations, sentiment lexicons, collection of the data, and analyzing the whole.

• Introduction to Latent sentiment analysis
• PCA and SUD
• LSA in Python
• Fetching the data
• Advanced LSA

• Sentiment classification
• Topic modeling
• Tools and techniques
• Analyzing the patterns
• Controlling of the structure and the data types

Learn text summarization, classification, and dimension reduction all in one with our Latent sentiment analysis. Join Techstack Academy, and know-how to generate matrix by using the words already existing in the paragraph. Our Post Graduation in Artificial Intelligence course in Delhi enables you to learn maximum about the sentiment classification along with topic modeling, fetching the data carefully thereby analyzing the patterns and controlling the entire structure of the data and its types that are present. We will also provide you with the information to review Chi-Squared for feature selection along the way during your course.

• What is the article spinning?
• An introduction to why we re-write and spin articles
• Spinning N-gram model
• The importance of article spinner
• Different Softwares

• Implementing article spinning with Python
• Paid/Unpaid tools
• Algorithms
• Knowledge to Term frequency-inverse document frequency
• Overview of NLP

Choose the best post graduation in artificial intelligence course in Delhi, offered by Techstack Academy! We take care of all the intricate details whilst grooming you with an ample amount of knowledge, specifically in Artificial Intelligence. We begin teaching from the beginning wherein you will be first introduced to the definition of article and article writing, followed by implementation of article spinning with python, different types of tools and their availability, algorithms, and the overview of NLP and its techniques. We also provide knowledge to TF-IDF broadly known as Term frequency-inverse document frequency, which is used to measure and evaluate a word into a document that acts as a collection of documents.

• Introduction to Tensorflow
• Tensors
• Computation Graph
• Placeholders
• Variables neural network

• Core API components
• Model and learning
• Model evaluation
• Different datasets
• Analyzing the data accumulated

Unleash the power of Tensorflow with Techstack Academy! improve your skills in networking by understanding the activation function. Our post graduation in artificial intelligence course in Delhi NCR Our comprehensive course takes a solution-based understanding to help you grab the knowledge with every topic you are learning with the help of real-world examples. Once you have completed your course, you’ll not just be able to build powerful Deep Learning models, but also accelerate the training of your models and scale them as required. You will attain exclusive knowledge of core API components with model learning and evaluation techniques.

• Introduction to CNN
• Type of layers
• Activation layer
• Pooling
• Flattening

• Fully connected layer
• Perceptron
• Softmax, argmax and cross entropy
• Activation and cost function
• Gradient descent backpropagation

Understand the importance of CNN with our experts at Techstack! They have expertise in A, for over 8 years, which states their experience is wide in the field of Artificial Intelligence. Learning CNN with us will help you elevate your skills knowing about different types of layers, pooling, flattening, gradient descent backpropagation, and more. The course of CNN focuses on "how to build and understand the language in-depth”. You can learn to use API in a short time span with our artificial intelligence training in Delhi. Get computer vision to obtain state-of-art results along with modern techniques, namely data augmentation.

• Introduction to ANN
• Practical applications for ANN
• Linear and logistic regression
• Tensorflow
• Components of ANN

• MNIST case study
• CNN Tensorflow
• LSTM networks
• Restricted Boltzmann machines
• Autoencoders

Learn about neural networks from the top industry experts at Techstack! Join our post graduation artificial intelligence training in Delhi and learn about TensorFlow, different components of ANN, CNN TensorFlow, autoencoders, and many more. Before proceeding forward with your ANN syllabus, you must know that ANN contains hundreds or thousands of artificial neurons known as processing units, which are interconnected by nodes. Our course aims to simplify concepts of artificial neural networks in order to build fine-tuning hyperparameters of TensorFlow. Learn about neural networks from scratch and master the core concepts with us!

• Overview to object detection
• Overview to R-CNN
• Models of object detection
• Concept of fast R-CNN
• Identification of objects

• Understanding faster
• Implement mask RCNN in Python
• Different algorithms
• Workflow with CNN
• Special tools and techniques

Get your eyes laid on one of the best features of AI. Know-how to segment the image, localize the object, explore the image and classify object detection with our post graduation in artificial intelligence course in Delhi. We strive to offer you an ultimatum of knowledge in regard to AI, that fully covers all sorts of topics and subtopics to give you the right meaning of AI and object detection. You will be learning about different things namely, models, identification of the objects, algorithm, tools, and techniques along with the workflow of CNN.

• Overview to face detection
• Detection of viola-jones
• Algorithm-Haar
• Feature integral
• Image optimizing
• Training and classifiers

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

Once you are full-fledged about the course of CNN with object detection, the next step to learn about is face detection. Join us to unveil your skills and get ready to dive-in the venture of the mimic of AI. Our Academy offers Online and offline kinds of classes with instructor-led live sessions. The Face Recognition training courses are demonstrated through interactive hands-on practice by the fundamentals and advanced techniques that acquire you to learn about merging faces, cascading, yawn detectors with the ultimate of face recognition.

• Overview to motion analysis and object tracking
• Techniques to remove background and foreground information
• Real-time tracking options
• Hands-on implementation steps
• Filtering by color

• Background subtraction
• Foreground subtraction
• Mean Shift and camshaft for object tracking
• Detection and recognition techniques
• Optical flow

Get an overview of motion analysis and object tracking from our industry expert leaders. Our post graduation in artificial intelligence institute in Delhi believe in providing real-time hands-on training with implementation steps of background and foreground subtraction and optical flow. The topics taught by us are an extension of the object detection and recognition techniques that are carefully crafted in the curriculum. Through this training method, we shall help you gain knowledge to let you learn how to perform video analysis with other tracking languages.

• Overview to Intelligent Agents and Uninformed Search
• Search Agents
• Uninformed search
• Advantages and disadvantages
• Uniform-cost search algorithm

• Different strategies
• Difference b/w informed and uninformed search
• Plotting and planning
• Iterative deepening
• Uninformed search examples

Learn to give maximum priority to the lowest cumulative cost of your data structure and algorithm with our uninformed search agent. Looking for the best post graduation in artificial intelligence course in Delhi? You have landed at the most ideal platform, Techstack Academy! With us, you can easily uplift your plotting and planning algorithms by learning and exploring more sub-topics such as iterative deepening, uniform cost search algorithms as well as knowledge about a variety of strategies that can help you soar high in your future endeavors!

• Introduction to Heuristic Search
• Heuristic and greedy search
• Search algorithms
• A* Search and optimality
• Hypothesis

• The functioning of Heuristic Search
• Search algorithms recap
• Difference between blind search and heuristic search
• Evaluation
• Local search

We at Techstack Academy, intend to provide our students with skill-based education addressing the needs of plenty of students coming across for the course of AI. Our professionals dwell deeply into the teaching/sessions deeply, helping the students to know-how various ways of heuristic and greedy search with algorithms and hypotheses. Our programs are 100% Job oriented demanded by the Industry across, Technology, Business, Design, Data, and new various upcoming technologies. We also teach our students with the means of meta-heuristics which will enable them to resolve real-world problems using AI algorithms.

• Theorems of Adversarial search and games
• Minimax algorithm
• Comparison between search and games
• Alpha-beta pruning
• Searching the optimal moves

• Characteristics of adversarial search?
• Graph Search
• Game-playing techniques
• Evaluation
• Stochastic games

Join our academy of post graduation in artificial intelligence training and diversify the different aspects of AI that you have been lacking! We put great emphasis on theory as well as practical learning for you to better understand the field of AI. With us, you will be able to unlock different solutions specifically (heuristic) methods for finding goals, gaming modules, and many more. Seeking knowledge at Techstack Academy, you will be liable to evaluate game playing techniques that are useful for adversarial research, bridging the gap between search and games co-efficiently. Nevertheless, you can always opt for either an offline/online session, which solely depends on your preference in accordance with your convenience.

• Overview to the AI & its applications
• Basics of AI
• Data stimulation
• Processing with algorithms
• Fundamental concepts

• Predictive analysis and data analysis
• Types of AI applications
• Tools and techniques to be used
• Classification of AI
• Significance of AI

Techstack Academy is recognized as the best post graduation in artificial intelligence institute in Delhi, where you will be exposed to various issues and concerns surrounding AI such which might include ethics and bias. Our professionals will help you foster your skills and demonstrate AI in action along with predictive analysis and fundamental concepts of AI. The significance of AI will simulate your skills which will enable the hardware and software robots to think and act dynamically in a perfect way. Choosing Artificial Intelligence as your career option is by far the best option you can choose at Techstack, which will help you get your dream job, right after the completion of your course. We teach in-depth and thoroughly with practical knowledge on every topic.

• Overview to constraint satisfaction problems
• Search algorithms used in CSP
• Cryptarithmetic puzzle
• Backtracking
• Constraint propagation

• Problem structure
• Analysis of complete CSP performed
• Variables of CSP
• Local search for CSP
• Methodologies and techniques

Gain a comprehensive insight into artificial intelligence with our Academy. We offer online artificial intelligence courses to help you understand complete in-depth learning to a constraint which is extremely important in Artificial Intelligence. We will also cover the topics to let you study and solve problems on angular variables with constraint propagation, local search of CSP, backtracking along the pinch of knowledge fostering your mind with the variables and algorithms of CSP. The lesson deals with certain important and tricky concepts of local search for CSP. Join us now, and get access to constraint relations.

• Overview to reinforcement learning
• Reinforcement tools to be used
• Different aspects
• Introduction to the algorithms of reinforcement learning
• Markov decision process (MDP)

• Examples of MDP
• Functions of reinforcement learning
• Bellman equations
• Elements and algorithms
• Process to analyze

Get yourself enrolled in one of the top 100 artificial institutes in India. Techstack Academy, provides a complete guide to reinforcement learning, covering the most important sub-topics namely, bellman equations, the tools, and algorithms, Markov decision process- its functionality, examples, and different aspects varying from other learnings. Our courses are taught by professionals of the industry, who make sure by the end of the course you must have learned about everything in terms of reinforcement learning, starting from the beginning, this will enable the students to process and analyze in the field of Artificial intelligence, in a better way!

• Overview to value function matrix notation
• Identity Matrices and Machine Learning
• Machine and deep learning
• Matrix notation with examples
• Linear algebra for machine learning
• Finding an optimal policy in MDPS

• Objective functioning
• Fundamental theorems
• Iterative models
• Policy iteration method
• Value iteration method
• Reinforcement learning: algorithms

Give a great boost to your career by joining Techstack Academy. We provide immense knowledge to the course of AI with step-by-step tutorials given by our professionals. Matrix operations are used in the description of many machine learning algorithms with an overview of deep learning along with examples, helping students to learn better and thoroughly. We are not only limited to providing theoretical knowledge to you but we also provide practical knowledge with fundamental theorems and iterative models to let you discover important linear algebra matrix operations used in our Post Graduation in Artificial intelligence course in Delhi.

• Knowledge-based agents
• The wumpus world
• Building propositions
• Reduced wumpus world
• Model-checking and inference

• Theorem proving & proof by resolution
• Conversion to CNF & resolutions
• Forward and backward chaining
• Propositional Logic: Summary
• First-order logic

Diversify your learning arena in AI, and get in touch with one of the best post graduation in artificial intelligence institutes in Delhi. Techstack Academy is dedicated to providing its students with career benefits by global experts to get certified by the world's leading universities. Our technical training skills are focused on helping people acquire the skills they need to thrive in the technology economy. Get a complete overview of logic agents present in artificial intelligence and elevate your skills with knowledge-based agents, propositional logic via building different propositions and algorithms. This will help you reach greater heights in the field of Artiificial Intelligence.

• Overview to AI applications with NLP
• Text classification
• Test classification examples
• Language models
• Examples of Bigrams

• Progress in NLP
• Language translating
• Survey analysis
• Text extraction
• Rule-based NLP

Learn to analyze and rectify your unstructured data with NLP by joining our post graduation in artificial intelligence course at Techstack Academy. We will assist you with giving an overview of all the necessary tools which will help you and your business process a huge amount of data that is accessible to gain insights to support decision-making, as well as to automate time-consuming tasks. We also provide demo sessions about the artificial intelligence course, before you plan to join one. Our trainers will also teach you how to classify texts along with text extraction. The best highlight of joining Techstack Academy is, you will be taught live with examples that will give you a clear ultimatum and an understanding of the course.

• Deep learning: background and history
• Deep learning: architecture and application
• Introduction to robotics
• Robot path planning
• Visibility graphs

• Voronoi graphs and potential
• Probabilistic roadmap
• Planner (PRM)
• Rapidly- exploring random trees (RRT)
• Path planning and summary

Become proficient in artificial intelligence with our experts who are staunch to teach you right with AI deeply, letting you acquire exclusive knowledge of how deep learning architecture and AI applications work. Launch your tech career with Techstack Academy and enroll yourself now! We will also guide you through a probabilistic roadmap, that will define your path planning and summarize the entire course content. Make business predictions, enhance optimization, and improve marketing operations with decision-making skills, by seeking knowledge from our Artificial intelligence course in Delhi!

• Ways to improve AI deployments
• Agile ML deployment
• Deploying predictive models
• Relation between AI deployment and ML deployment
• Auto ML tools used

• Overview to different approaches for deployment
• Managing and monitoring
• Analyzing
• Workflow and production
• Programming language

BeGet ready to upgrade your skillset with Techstack Academy! We are recognized as the best post graduation in artificial intelligence institute in Delhi, providing an expertise program that will make an integral turning for the students to sharpen their insights in terms of artificial intelligence. You will also be liable to know about the process of deployment and the relation between AI & ML deployment, helping you distinguish both of its functionalities. Get an overview of the necessary tools to be used for agile ML deployment and attain certification for the same!