23 Modules. 4 Projects.
#1 Post Graduation in Artificial Intelligence Course in Noida, India
Trained 18000+ professionals in India
9.8/10 ( Rating based on 8439 reviews )
Classroom & Online Mentorship
Batch Starting: 06 May 2024
Dual Credentials
Techstack Academy & Orangus
Affiliation
Orangus India
12 Months
Recommended 10-12 hrs/week
06 May 2024
Program Start Date
EMI options
Starting at Rs. 11,000
India’s #1 Post Graduation in Artificial Intelligence Program in Associated Partner with:
Curriculum
At Techstack, we believe in providing a full-fledged course of your desire where our industry experts have designed a top-notch curriculum just for you.
- Post Graduation in AI Curriculum (40 Module)
Introduction to AI
- 3 Quizzes
- 1 Project
- 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
- Techstack Academy provides the best artificial intelligence course in Noida as we have the best curriculum of the course with experienced trainers. We provide effective knowledge which helps you to grab every opportunity that comes in your way and to make you an expert of the artificial intelligence field. Our mission is to provide advanced techniques in each and every course we have to make you complete industry ready and to serve you with the best of knowledge in every module. In this first module of AI, we will teach you theory sessions related to artificial intelligence like overview of AI, what are the applications used in AI techniques, what is the main structure of AI, history, functional areas of AI, what are the main tools and techniques used in AI and more.
Introduction to Analytics
- 3 Quizzes
- 1 Project
- 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
- In this module of AI, we will teach you about business analytics as it is very popular in between practitioners and academicians. This is an important module for artificial intelligence. In Techstack Academy, you will be taught under the guidance of experienced teachers who have experience of around 8 to 10 years. In this module, you will learn different types of analytics, what is the importance of analytics in business, how to do data and analytics, how you do data handling in business analytics, how to use excel in business analytics, what are the tools and techniques required for better understanding. With the help of our trainers, you will become perfect in analytics and can handle data with ease. We deliver the utmost knowledge and extravagant skills in the field of AI as we are the best institute for artificial intelligence in Noida.
Introduction to Excel Environment
- 3 Quizzes
- 1 Project
- 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
- Techstack Academy is always there to assist you with the best skills of the market and teach you from the very basics of the course to complete advanced level. In this module of Artificial intelligence course in Noida, you will learn about excel environments in which you will understand about data calculations, how to format data calculation, excel interface, excel functions, excel charts, pivot table, what are the other different tools and techniques used in excel environment. We offer you special innovative techniques and learning methods in our course to provide you the best quality learning for betterment of your understanding. This course of artificial intelligence will make you perfect in the field of AI with the help of latest industry standards.
Dashboard Designing in Excel
- 3 Quizzes
- 1 Project
- 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
- At Techstack Academy, we offer you extensive knowledge of each and every module related to artificial intelligence and this is the best course of AI for students who want to learn AI techniques in an advanced way and learn about how AI dominates human behavior. In this module of the course, you will learn about dashboard designing in excel, what are the trends, and scenarios of chart, what are the advanced charting techniques, how to use controls, what is step by step tutorial for excel dashboard, how to organize data in a format, and many more. You will learn from the professionals of AI who made you a complete professional of the field to have successful careers ahead.
Basics of statistics
- 3 Quizzes
- 1 Project
- 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
- With the help of this module, you can learn about basics of statistics, in which you will learn data types and their measures, what is probability, how to do probability distribution, what are the limits of distribution, what is the theorem for sampling and other. In this course of artificial intelligence in Noida, you will make your project which is based on advanced modules. With the help of different tools and techniques which are used in AI, you can build a exclusive project on the basis of your creativity and knowledge. Our trainers will help you to complete your projects and are always there for you to solve your problems that come in your way of programming. Learn artificial intelligence techniques from our experts to match industry level.
Introduction to Data Science
- 3 Quizzes
- 1 Project
- 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
- With the help of post graduation in AI courses, you can become an expert of the field and can make your dream career in this field by enhancing your knowledge with the latest concepts. We are here to give you industry related standards with the help of real-world data analysis. In this module of introduction to data science, you will learn about the overview of data science and what are the applications used in business. You will learn about the MIS reporting and how you can use various analytics methodology. This course of artificial intelligence in Noida will provide you focussed topics and best techniques, tools under the guidance of industry experts and professionals.
Business statistics and application
- 3 Quizzes
- 1 Project
- 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
- This module is all about business statistics and related applications used in artificial intelligence. There are many sectors where AI is used mainly like in predictive maintenance, medical image analysis, HR systems, and more. With the help of our artificial intelligence training in Noida, you will get the best exposure of supervised training. Techstack Academy will assure you of expertise in learning and provide you with the best teachers for the course who have experience of around 8 to 12 years in their fields. If you have a strong motivation to work in this field, join Techstack for the best hands on training in Artificial Intelligence.
Introduction to Python
- 3 Quizzes
- 1 Project
- 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
- In this module of post graduation program in Artificial Intelligence, we will teach you about python programming. Python is the main language used in Artificial Intelligence techniques and with the help of our course of artificial intelligence in Noida, you can learn python programming from complete basics to advanced level. In this module, you will learn about the introduction and history of python, how many versions of python are there, how to install python and how to use python IDLE, how to write the first program in python and learn to execute it for the first time. You will learn the entire module in-depth by which you use python in any kind of programming need.
Python Basics
- 3 Quizzes
- 1 Project
- 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
- This module of post graduation in AI is all about the basics of python programming. In this you will learn about python basics which are keywords, identifiers, statements, comments, use of inputs, output, different exercises, syntax, and many more. Techstack Academy designed this course of artificial intelligence in Noida, you will learn from the industry experts who help you in project work and other programming related issues. They teach you from scratch to the most advanced level. With the help of this module, you can write short programs in python language and run them in an environment. Our dedicated trainers will help you to reach the heights of your career with programming knowledge and techniques.
Numpy Package
- 3 Quizzes
- 1 Project
- 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
- With the help of this tutorial programming on numpy packages, you will know everything about it and how to use it in your artificial intelligence course online. We provide online classes for each course related to IT programming in both of our branches Noida and Delhi. We do have a variety of different offline sessions available for the convenience of students, they can come to our institute to learn directly from our trainers. You can enroll in our courses now and get the exclusive training program which is delivered by professional trainers who are dedicated to give you the best training programs to make you understand artificial intelligence in a most feasible way.
Data Manipulation using Pandas
- 3 Quizzes
- 1 Project
- 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
- To learn data manipulation using pandas in post graduation in AI course in Noida, join Techstack Academy. In this module you will learn about data manipulation and the role of pandas in data manipulation. You will learn about data alignment and different tools used for manipulating the data. With the help of our experienced experts at Techstack, you will learn the course in-depth and you can build your potential in the ways of data manipulation, data alignment and more. We have expert trainers to teach you the course of artificial intelligence in the best ways possible with complete practical and real-time knowledge.
Pandas Package
- 3 Quizzes
- 1 Project
- 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
- In this module of python programming for post graduation in AI, you will learn about the different pandas packages and how to import them in the programming. You will learn about the pandas packages in-depth under the guidance of experienced trainers at Techstack Academy. After completing this course of AI in Noida you will become a certified AI programmer and can do a job in any multinational company on the basis of your knowledge and experience. You will be able to convert the data and analyse it with the help of different tools and techniques and a most feasible manner. Join our best Artificial intelligence course in Noida.
Python Advance: Data Mugging with Pandas
- 3 Quizzes
- 1 Project
- 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 want to learn artificial intelligence and have knowledge of AI courses in Noida, enroll in Techstack Academy to understand the Pandas of python library. Our artificial intelligence course in Noida will let you understand data munging completely. At Techstack you will learn the entire module in a step by step process which helps you to learn everything in an advanced way. In this module, you will learn about how to apply functions to data, what are the string methods, how to do grouping, reshaping, aggregation, and how to analyse data for missing values. This method will help you to easily transform data and let you understand all the topics clearly and deeply.
Python Advance: Visualization with Matplotlib
- 3 Quizzes
- 1 Project
- 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
- In this advanced module of post graduation in AI, you will learn about visualization of data and Matplotlib with its containers. Here you will learn about advanced topics of python programming like python libraries, plotting coordinates, how to download and install the maps and other techniques. With the help of these techniques, you can easily access and load data files from internet sources for data visualization. You can make live graphs, and can modify them to make them visually appealing. With the help of our experienced trainers at Techstack for artificial intelligence training in Noida, you will become ready to know all the features related to Matplotlib components, and its properties, with all the necessary techniques used.
Pylab And Pyplot
- 3 Quizzes
- 1 Project
- 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 world of artificial intelligence, you should learn all the advanced techniques and trends related to the field. AI is not an easy field to learn that is why you should require complete knowledge of every topic and its subtopics. In our course of artificial intelligence in Noida, you will learn about Pylab and Pyplot and how too modify the sizes of figures. You will know about the plotting routines with Pyplot and how to delete an axes with setting up for plot titles, and labels. With all the advanced techniques used in Artificial Intelligence, you can become industry ready and can work on any project according to your knowledge level.
Introduction to Machine Learning
- 3 Quizzes
- 1 Project
- 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
- Machine learning is an emerging field in the past few years and required a lot of working. This is quite a good field to make your career and focus on having complete knowledge of how machine learning and artificial intelligence fields are related. In our artificial intelligence course in Noida, you can have complete knowledge of fundamentals of machine learning and its concepts, what are the branches of machine learning, what are the data preparation for modelling, what are evaluation of the model of machine learning, and more. In this module of ML, you will know about the basics of machine learning but with the coming modules, you can learn about advanced modules as well.
Supervised Learning
- 3 Quizzes
- 1 Project
- 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
- In this module, you will learn about supervised learning programs, and can kick start your bright career in this field. Techstack Academy will help you to learn about the importance of feature scaling, and performance of supervised programming. Our professional teachers will teach you expertise in regression, logistic regression, decision tree, model complexity, generalization, cross validation for model evaluation, and more. We will teach you some advanced methods of solving the problems in supervised learning techniques with in-depth training programs. With the help of advanced learning techniques, you can cope up with all industry standards and can work in any multinational company.
Advanced Supervised Machine Learning Concepts
- 3 Quizzes
- 1 Project
- 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
- This module is about the main advanced supervised machine learning concepts which are required to perform various real-world tasks of machine learning in different environments. With the help of our artificial intelligence training program in Noida, you will learn all the advanced machine learning concepts to deliver the best quality learning to all our students. In this module, you will learn about the unique ways to avoid errors, how to know about critical problems, what is data leakage in a machine, how to do the functioning of maps, what is algorithm analysis, and other general concepts of machine learning. This course provides you with all the related techniques to apply in machine learning in the most feasible way.
Unsupervised Learning
- 3 Quizzes
- 1 Project
- 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
- Techstack Academy will teach you the system of unsupervised learning with a lot of real time examples to show you how to get desired outputs. The goal of our experienced trainers team is to provide a dedicated learning program to our students. In this course of artificial intelligence in Noida, you will have the right programming algorithms related to unsupervised learning. We teach our students with ultimate understanding with complete updated modules knowledge. In this module, you will learn about branches of unsupervised learning, clustering, types of different algorithms, supervised and unsupervised learning, inputs and outputs variables, datasets and more.
Natural Language Processing
- 3 Quizzes
- 1 Project
- 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
- We provide you with a good learning program with updated skills in this module of natural language processing of Artificial intelligence course in Noida. We give you every technique related to deciphering and to read, understand human languages which is very valuable for systems at Techstack Academy. This is our post graduation program in AI which guides you to enhance your skills in the advanced artificial intelligence field by working on real ti;me projects and practicals. All our trainers are having a lot of industry experience, which helps you to learn every module by industry standards. This will help you in the future when you want to do a job in big industries. Our complete learning system is completely dedicated towards giving quality learning.
Sentiment Analyzer
- 3 Quizzes
- 1 Project
- 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
- Techstack Academy offers you this technical course of 1 year which is completely advanced and exclusively designed for those students who want to have complete knowledge related to the artificial intelligence field with real time projects and industry standards scenarios. This AI course in Noida will provide you hands-on knowledge in every module with different sub-topics covers to understand big particular topics. In this you will learn about sentiment analysis with logistic regression, regular expressions, various tools used in analyzing, collecting the data, and more. This sentiment analysis makes a basic document-level sentiment scoring process of predictable text documents with regular surveys responded. You will learn every muscle in whole and will work on them in real time projects.
Latent Sentiment Analysis
- 3 Quizzes
- 1 Project
- 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
- In our AI course in Noida at Techstack Academy, you will learn about how to generate matrices with the help of using words which are already in the paragraphs. With this module, you will learn about text summarization, classification, and dimension reduction all in this latent sentiment analysis. This course will allow you to learn the utmost level of sentiment classification with topic modelling, fetching data easily with the help of different analysis techniques. You can analyse different patterns with the help of tools and techniques. This course is designed mainly for those students who are serious about their career and want to make their dream career in artificial intelligence.
Article Spinning
- 3 Quizzes
- 1 Project
- 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
- Techstack Academy offers the best artificial intelligence course in Noida in which we are providing all the latest industry standards to groom our students with great knowledge. Artificial intelligence is a tough stream which requires a lot of work and skills that is why you need to learn it deeply with full concentration. We teach our students from the first stage of basic learning to complete advanced programming. With this module of article spinning, you can learn how to spin a content or rewrite a content with the help of different tools and techniques. What are the algorithms used in these types of tools? We will teach you about different spinning software by which you can spin any kind of content and make yourself a perfect article.
Tensorflow and Neural Network
- 3 Quizzes
- 1 Project
- Introduction to Tensorflow
- Tensors
- Computation Graph
- Placeholders
- Variables neural network
- Core API components
- Model and learning
- Model evaluation
- Different datasets
- Analyzing the data accumulated
- Techstack Academy will give you all the related learning for tensorflow and upgrade your skills with the help of networking with the help of activation function. With the help of our artificial intelligence course in Noida, we will teach solution based learning programs which help you to grab knowledge with understanding about each module or topic. With the help of real time examples, you will understand all the topics clearly and grab knowledge deeply. After completion of a post graduation course in AI, you will be able to design deep learning models and can accelerate any kind of models and scale them successfully. This module will give you training of models, API components, datasets, graphs, placeholders and more.
Convolutional Neural Network
- 3 Quizzes
- 1 Project
- 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
- In this module, you will learn about convolutional neural networks or CNN. Techstack Academy provides a wide range of IT courses in Noida to make each and every student expert in technologies with the help of our industry experts. In this course of artificial intelligence, we cover all the latest modules by which you can work on real time projects which helps you in your career. In this, you will gain knowledge about different types of CNN layers, pooling, perception, gradient descent backpropagation, and many more. You will learn how to use APIs and how to apply them in-depth with the help of our artificial training in Noida.
Artificial Neural Networks
- 3 Quizzes
- 1 Project
- 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
- At Techstack Academy, you will learn about artificial neural networks under the guidance of industry experts in artificial intelligence training in Noida. In this module, you will learn about various practical applications for ANN, tensorflow, LSTM networks, linear and logistic regression and more. You must know all these techniques to understand the advanced level of artificial intelligence and with the help of these concepts you can build various fine-tuning hyperparameters of Tensorflow. With the help of our course of AI, you can build your skills to a level and use these techniques to solve any kind of problem that comes in the way of project making which helps a lot in making your dream career.
Object Detection
- 3 Quizzes
- 1 Project
- 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
- With the help of the object detection module, you will learn about concepts related to R-CNN, various models of object detection, identification of objects, different kinds of algorithms, special tools and techniques used in object detection, how to make techniques faster and identify the object clearly and more. We make this segment completely advanced to give you knowledge which is equal to today’s industry standards and trends. We cover all the topics clearly and completely and if any topic is a bit lengthy and complex, we divide it into different sub-topics by which you can learn easily every part of the module. With these different tools and techniques, you can easily identify any kind of object clearly and accurately.
Face Detection
- 3 Quizzes
- 1 Project
- 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
- This module is all about face detection techniques and what other methods are used in identifying faces. This is a complete artificial intelligence course in Noida, which covers each and every topic related to the technology and makes you the perfect candidate for the job. You can join us to upgrade your skills and follow your dream career field. Our trainers here are most experienced and have a real time industry experience who helped you in following your career with complete knowledge. We provide you in-depth knowledge of fundamentals of face detection and what the advanced techniques are used to merge faces, detect, cascading, boosting, and more for face recognition.
Motion analysis and object tracking
- 3 Quizzes
- 1 Project
- 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
- Our training institute in artificial intelligence in Noida will give you in-depth knowledge of motion analysis and object tracking under the guidance of our industry experts trainers. This course of artificial intelligence at Techstack Academy, you will be provided real-time hands-on training with the help of step by step implementation of background and foreground subtraction and optical flow. These topics will help you in understanding motion analysis and object tracking deeply because these are important topics for detection and recognition techniques. With this training program, you will gain in-depth knowledge of how to perform video analysis and track things with other tracking languages.
Intelligent Agents and Uninformed Search
- 3 Quizzes
- 1 Project
- 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
- If you are looking for the best artificial intelligence course in Noida, you should give Techstack Academy a chance to learn different algorithms used in data structure with uninformed search agents. With our course of AI, you will easily build your skills and can make algorithms to learn and explore structures of search. In this module, you will learn about search agents, advantages and disadvantages of agents and searches, different strategies used, plotting and planning, iterative deepening, what are the difference between informed and uninformed search, and more. These different strategies will help you to reach the heights of your career.
Heuristic Search
- 3 Quizzes
- 1 Project
- 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
- Techstack Academy will provide you advanced training in artificial intelligence and teach students skill based education with different industry standard methods and tactics. We have students who come from different backgrounds and conditions but learn these programming modules from complete basic to advanced level which helps them learn equally. There are many techniques used in heuristic search and you can learn about these techniques in our AI course in Noida. In this module, you will learn about search algorithms, functioning of heuristic search, difference between blind search and heuristic search, local search and more. These techniques will offer you to learn the latest industry standards under the guidance of our trainers which helps you 100% in getting real-world jobs.
Adversarial Search and Games
- 3 Quizzes
- 1 Project
- 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
- There are many aspects related to AI programming which you need to learn deeply to become an expert in the field of AI. you can join our Techstack Academy to learn all the latest advanced topics clearly on the basis of theory and practical sessions. This course will help you to understand AI modules completely and unlock many opportunities for you. In this module, you will learn about different theorems related to adversarial search and games, comparison between different search and games, what is alpha-beta pruning, graph search techniques, game-playing techniques, and many more. You can take these AI training in Noida either offline and online, both modes are available. You can choose according to your requirement.
Fundamentals of AI applications
- 3 Quizzes
- 1 Project
- 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
- Our institute is one of the best institutes for artificial intelligence in Noida, where you can learn everything related to artificial intelligence. In this module, you will learn about the different applications related to artificial intelligence, basics related to AI, what are the types of AI applications, different fundamental concepts, significance of AI, different tools and techniques related to AI programming and more. Our certified professionals will help you to understand different types of predictive analysis and fundamental data analytics concepts related to AI. This is the best field of present time to make your career in a perfect way. Techstack Academy made this curriculum of the course to give you in-depth knowledge with a complete practical training program regarding every topic.
CSP
- 3 Quizzes
- 1 Project
- 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
- You will get complete knowledge regarding artificial intelligence in Noida in our training program at Techstack Academy with the help of most experienced trainers. We give you complete insights regarding your course and provide you in-depth knowledge regarding each and every module of artificial intelligence with ease. We cover all the advanced topics and let you study with the help of different subtopics like cryptarithmetic puzzles, problem structure, constraint propagation, variables of CSP, methodologies and techniques used in CSP, different analysis of complete CSP performed, and more. Our trainers will help you to cover different advanced and tricky concepts related to local search for CSP, and more. You can join today for the best artificial training institute in Noida.
Reinforcement Learning introduction
- 3 Quizzes
- 1 Project
- 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
- Enroll today in one of the best training institutes for artificial intelligence in Noida to get the high quality learning program with the help of India’s best trainers. We provide you a complete reinforcement learning program by covering all the topics and related sub-topics deeply and clearly. You will learn here about the different reinforcement tools, reinforcement learning algorithms, Markov decision process, Bellman equations, different elements and algorithms, different processes to analyze, and more. These courses are taught by one of the best trainers who has around 8 to 10 years of experience in industries who will help you to understand the latest industry standards and teach you to work on them accordingly in the most feasible manner.
Value function- Matrix Notation
- 3 Quizzes
- 1 Project
- 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
- You can boost your career with the help of the latest training programs related to IT technologies by joining TechStack Academy. We provide you hands-on training programs with immense knowledge related to AI with complete step-by-step tutorials related to different techniques usage with the help of professionals trainers. You will learn about overview to value function of matrix notation, identify different matrices, matrix notations with examples, object functioning, interactive models, value iteration method, reinforcement learning algorithms, and many more. This curriculum will help students to learn better and thoroughly each and every topic of the module.
Logical Agents
- 3 Quizzes
- 1 Project
- 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
- This module is all about logical agents in artificial intelligence and you can diversify yor learning method in AI training with one of the best AI training institutes in Noida. Techstack Academy will always want to provide quality learning to their students to give immense career benefits to each and every student. After completion of the program, you will get certified under top leading companies. Our training program is focussed on completely on enhancing skills with the help of latest industry standards by leaning under the supervision of top industry experts. This module of programming will help you to reach different heights of career.
AI Applications: NLP
- 3 Quizzes
- 1 Project
- 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
- If you join our artificial intelligence course in Noida at Techstack Academy, you will learn about analysing and rectifying unstructured data with NLP. With the help of an overview of AI applications with NLP and all the necessary tools you can make your business process perfect to gain insights for decision making. In this module, you will learn about different text classifications, examples of bigrams, survey analysis, rule-based NLP, language translating, language models, text extraction, and more. At our institute, you can take online or offline mode of classes according to your requirement. We also provide demo sessions for all IT training to give satisfaction to every student before taking admission. In our training program, you will learn every module on the basis of practical learning with theory sessions to understand a topic completely.
AI Applications and Course Review
- 3 Quizzes
- 1 Project
- 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
- You can become an expert in the field of artificial intelligence with the help of our training course of artificial intelligence in Noida. We provide you extensive knowledge related to every module with the help of deep learning of the AI architecture and applications. You can enroll yourself for our post graduation program in AI for supervised learning under the supervision of industry experts. With the help of this module, you will learn about the deep learning of architecture and applications, robotics, visibility graphs, path planning and summary, rapidly exploring random trees concepts, voronoi graphs and their potential and more. Get advanced knowledge of AI courses in Noida by joining Techstack Academy.
Deployments of AI with Machine Learning
- 3 Quizzes
- 1 Project
- 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
- Techstack Academy is always there to provide you with the best learning program to get your skills upgraded and recognised as the best training institute for artificial intelligence in Noida. We provide you with expert learning programs which help our students to sharpen their knowledge and get insights in artificial intelligence. With the help of our experienced trainers you will get to know about different ways to improve AI deployments, auto ML tools used, overview of different approaches of deployments, and relation between AI deployment and ML deployment and more. With the help of these necessary tools, you can get in-depth knowledge in each topic.
- Capstone Project
- Career Assistance: Resume building, Mock interviews, 1:1 mentorship and Career fair
- Program Certificate from Orangus India and Techstack Academy
Capstone Projects
Live Projects from the Partner Agency ( Orangus & Team Variance ).
5000+Projects Completed
500+Domains
3M+Keywords
T
Next Word Prediction
automatically predict the next word you want to type.
E
Automatic Attendance
automating attendance system using a camera.
C
Music Recommendation
recommending new music to users based on their interests
H
Email Spam Classifier
Classifying spam email based on the content of the email alone
ST
Handwritten Digits Recognition
A system that can identify the digit written via hand by people.
A
Movie Recommendation
A system that recommend movies based on the user's saved history.
C
T - rex Dino Bot Algorithm
algorithm for the bot that will learn itself by making mistakes.
K
Frauds Detection System
To predict whether the customer will make a fraud or not.
Join India's #1 Post Graduation in Artificial Intelligence Program
Faculty and Mentors
With years of experience, our faculty members are here to deliver you a high-quality learning experience both online and offline, whilst providing wings to your tech skills!
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Our Faculty
Career Support
Our well-connected placement team is dedicated to providing you with the best opportunities from the top organizations that are relevant to your profile.
350+Leading organizations hire our alumni
7000+Successful career transitions
Reviews by Students
Know what our students have to say about us.
Gaurav KumarPGAI
Techstack Academy is one of the finest institutes in Noida in terms of teaching artificial intelligence, the industry related concepts with all updated trends. The trainers here are completely patient, experienced and knowledgeable and the entire curriculum is well explained. They teach you what is used in industries in the present time.
Rashmi SharmaPGAI
I have done post graduation in AI from Techstack Academy and they completely focus on fundamentals which are completely relevant to work in the industries. They teach you quality and trainees need to understand the vision of their work completely by working and practising hard. You will get maximum opportunities in life with the help of their help and training.
Surbhi NagarPGAI
I am truly grateful to Techstack Academy for guiding me so well to learn all the concepts related to artificial intelligence as they are the best institute for artificial intelligence in Noida. The classes were so dedicated and interactive. All the technical things are done in practice to understand completely. The trainers are best and always there to help out.
Sidharth GoniPGAI
I would definitely recommend Techstack Academy to all the learners. One of the best institutions so far to teach you best industry trends and in proper guidance with one of the best technical experts team to provide you solutions for all your problems related to the course of artificial intelligence within time. Great institute for learning.
Hansika SinghPGAI
My experience here at Techstack Academy is very good and I am pursuing a Master program in video editing. Great faculties, very smooth atmosphere for students, practical goes smoothly and other activities too which helps students a lot. Trainers here are always there to help without any problem. Overall a great facility to learn.
Tanvi VatsPGAI
The level of dedication and professionalism they show at Techstack Academy in Noida is entirely amazing. I would like to recommend it to all who want to learn artificial intelligence to start their career in the field of AI. they give you the best exposure of learning and support. Environment is so good and the whole team is so well behaved.
Batch Starting: 06 May 2024
#1 Post Graduation in Artificial Intelligence Course
Program Duration: 12 Months
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Upskill with Techstack Academy
25+ Case Studies
Become Applied AI Scientists, Applied AI engineers, AI architects, Technology architects, Solution Engineers, Technology Consultants.
Get 380+ hours of intensive learning in Data Science over 5 months.
Create portfolio-worthy projects
Start Your Own Startup
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Deadline: 06 May 2024
Frequently Asked Questions
What is the need for the course of artificial intelligence?
Artificial intelligence is a branch of computer science which helps us build machines and computers with enhanced logical operations and automation. In the present time, there are many virtual assistants that use artificial intelligence techniques like SIRI (Apple), Alexa (Amazon), Google Assistant and more. Artificial intelligence is a course which takes a lot of things to learn and provide you many opportunities in life. Techstack Academy designed this course to provide you with the best training in artificial intelligence and cover all the aspects related like scope, components, tools, functioning and all.
What are the career options after completing AI certifications?
There is a pool of opportunities available for you after completing AI certifications. You can try your career in the field of big data, business intelligence, big data engineering, machine learning expert, AI expert, artificial intelligence analyst, and many more. You must have the in-depth knowledge of each and every module related to the course. You can be a good artificial intelligence expert if you learn under the guidance of industry experts and learn about the latest industry trends. In our artificial intelligence course in Noida, you will have dedicated training from industry experts.
Do you offer internships in PGAI courses?
Yes, we provide internships in post graduation programs. The internship will be provided after completion of the course successfully. You will be avail of 3 months of internship program in this course in total. This internship will provide you real time industry experience by working on real time projects. After successfully completing the course, you will receive an experience certificate for internship to show at the time of interviews which shows your work experience in our academy. Join our best AI course in Noida.
How many modules are there in the course?
In our post graduation program in artificial intelligence course you will learn around 40 modules in total. After completion of every module you will be provided assignments and assessments to amplify your skills and gain knowledge in detail. In our AI courses in Noida, you will be taught under the guidance of experienced trainers and provide in-depth knowledge of each and every module. We also provided back up classes to our students to cover every module deeply without any miss. Our trainers are connected with you through whatsapp and emails, you can dm them for any query or problem.
Do you provide online classes in post graduation in AI?
Yes, we do provide online classes in each course at our Academy. You can take any mode of training like an online course or offline course to complete your course journey. The trainers are the same for both modes. The curriculum of online training in AI is the same as offline training in AI. You can take your online classes in AI on weekdays or weekends. You can choose any time of your class according to your convenience after coordinating with your trainer.
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What are the different applications of AI?
Artificial intelligence is a very vast field and there are a lot of things to learn and apply. There is actually no limit in AI and it is growing at a very fast speed as it is expected to grow around 54% year to year and applied to many new fields like ecommerce shopping platforms, human resources, gaming, and more. AI technologies are helping and enhanced industries to a level with the help of different applications which can solve many complex problems easily. There are now many applications available which can provide human assistance like the humans do without realisation like chatbots which work on natural language processing. In our AI course in Noida, you can learn different techniques of AI in a completely new way.
What are the main advantages of AI technology?
As AI is a fast emerging field and provides the world with many solutions of complex problems, there are many other advantages of AI technology in our lives. AI has the technology to learn and think, and can revolutionize any sector without any difficulty. Other advantages of AI over other technologies are faster decision making, can rectify human errors, digital assistance, chatbots, Virtual assistants, and many more. You can learn this fast emerging field in our institute Techstack Academy under industry experts who are dedicated to give you the best training in AI in Noida.
In which sectors can AI be applied?
AI can be applied in many fields and you can learn deep concepts related to artificial intelligence with our best training course in AI in Noida. With the help of our experienced trainers, you can use your knowledge to build great applications. There are many AI working personal assistants like Alexa, Google Assistant, SIri and more which are built in a most feasible way. There are many other sectors also there where Ai can be used:
- Virtual Assistants
- Chatbots
- Retail, Shopping and Fashion Industries
- Security
- Manufacturing and Production
- Autonomous Flying
- Healthcare and Medical Analysis
- Live Stocks and Inventory Management
- Warehousing and Logistics
What is the significance of an algorithm?
Algorithms are mainly used to design step by step solutions for data calculation, processing, and automated reasoning. With the help of algorithms you can update and upgrade any system for fast and smart solutions. They are simply the mathematical instructions to be used during computing technology. To give step by step instructions to the computer, algorithms are used and you can easily resolve any kind of twisted and complicated issues that occur during processes. In AI, all the programs are modified according to algorithms instructions. You can learn post graduation in an AI course at Techstack Academy to cover all the advanced modules.
What exactly is Artificial Intelligence?
Artificial Intelligence is a wide ranging and most popular branch of computer science, with the help of this we can build smart machines which are capable of performing different tasks which generally require human intelligence. With the help of artificial intelligence you can build any kind of assistant which is there to help with your daily tasks. You can learn all these techniques with full functioning under the supervision of some best industry experts, who are completely dedicated towards extraordinary learning and to make you completely industry ready. Join today, our best AI course in Noida.
Why choose us?
As we know, your future and careers depends on us, we make sure to deliver a holistic view of the entire syllabus that we provide, helping you attain in-depth knowledge.
Full-Fledged Curriculum
At Techstack, we deliver an amalgamation of courses beyond your field of expertise to help your career reach greater heights.
Step-By-Step Learning
We create a roadmap for your journey, starting from novice to becoming an expert.
Lifetime Support
Your journey at Techstack doesn’t end with the completion of the course, you will gain the status of Techstack Alumni for a lifetime.
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June 2019 Batch
Pooja Hegde :Seriously an eminent institute for learning and training in the concepts of Artificial Intelligence completely from the basics to advanced levels. The trainers here are completely experienced and always ready to assist and always share their experiences about industries working for our knowledge. They will provide you real case studies, assignments, and assessments regularly to provide well detailed learning. This training will make you a perfect candidate for the job in artificial intelligence. You will surely get a job during the training program or after training with the help of a placement cell. Training will be done with complete practical knowledge which gives you thorough learning experience.
Manish Goyal :I am not from a technical background but I wanted to do this course of artificial intelligence because I want to change my field and make my career in a different field. I searched online about the course, got to know about Techstack Academy. When I talked to them about my situation, they handled me well and said you do the course, we will take extra care of you because you don’t have knowledge about this domain and that touched my heart. I took admission in the course and they taught me everything in depth with special care. Thank you so much Techstack for making me this capable.
Ruchi Rai :I have done post graduation in artificial intelligence from Techstack Academy. I am extremely familiar with the course curriculum and way of training and material. They give assignments with each module and give you real time projects to work on to enhance your knowledge. They also give additional projects with regular projects. They really give hands-on training in every module and give extra learning based on their experience of industries. Because of in-depth training, you can face and crack any interview with confidence and get the best job according to the knowledge you have. Great place to learn. Wonderful experience.
Mounika Chaturvedi :I have just completed my AI training in Noida with Techstack Academy. I would like to thank my faculty who promptly responded to all my queries and doubts and because of his support I am what I am today. My AI trainer is a seasoned trainer and the way he explains everything is just great and exemplary. He is completely dedicated towards his students and makes sure every time that everyone clears their doubts and then moves on to the next topic. All the sessions with him were fun and super learning which made every student very comfortable. I would like to recommend Techstack to everyone who is serious about learning.
Surya Varshnay :Techstack Academy is the best platform to start your bright career because they have the best techniques of training in artificial intelligence. Faculties are really good here and always focussed on the quality of teaching and taught each and every student from very basics to the advanced level. They explain every concept so clearly and clear all the doubts of the students and give extra time for doubt clearing sessions. This is the most fascinating service, you can take other classes anytime and learn again deeply. This institute is best for all those candidates who want to work in real fields. Best institute to learn IT related courses and Artificial intelligence courses.
Vinit Vashist :Thank you so much Techstack Academy for giving me this excellent learning program of post graduation in AI. It helped me a lot in making my dream career and I want to thank the entire team of Techstack. You guys explained every concept clearly and also solved doubts with complete patience. I feel like I grabbed the best opportunity to learn from the top institute for artificial intelligence in Noida with detailed explanation and great support from the team. I would like to recommend Techstack India for a complete learning in Artificial Intelligence. All the students who want to learn it completely should give Techstack a shot and you will never be disappointed.
