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NATIONAL INSTITUTE OF TECHNOLOGY Warangal E & ICT Academy

Post-Graduate Program in Artificial Intelligence and Machine Learning

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Preview this course
Become an expert in the exciting new world of AI & Machine Learning, get trained in cutting edge technologies and work on real-life industry grade projects.
Application ends on 20th August Limited no. of seats available
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NIT Warangal

Alumni Status Mentoring from NITW Professors Certificate

Course Structure-image
Course Structure

9 Months Online Program 450+ hrs of live online learning 12+ Assignments & Projects

Career Assistance-image
Career Assistance

Resume Building Mock Interviews Assured Interview Calls

Why Machine Learning & AI?
Because of the increasing need for intelligent and accurate decision making, there is an exponential growth in the adoption of AI and ML technologies. Hence these are poised to remain the most important technologies in the years to come.

AI-ML market size will touch USD 8.81 billion by 2022

Average salary of Machine Learning Engineer is USD 144,000

11.5M AI-ML jobs by 2026 - U.S Bureau of Labor Statistics

Who is this program for?
  • img Beginners in the AI & ML space looking to kickstart their careers
  • img Anyone with basic programming skills interested in the AI & ML space
  • img Data Scientists looking to get a big boost in their careers
  • img Professionals looking for a career transition into AI & ML
You will master
  • Predictive Analytics
  • Practical applications of AI and ML
  • Graphical models and Reinforcement Learning
  • Deep Learning
  • Python, TensorFlow, Keras, OpenAI Gym
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NATIONAL INSTITUTE OF TECHNOLOGY Warangal E & ICT Academy
  • Ranked 4th among NITs by NIRF
  • Ranked among Top 50 Institutes in India
  • Designated as Institute of National Importance
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Program Features
Mentorship from NITW facultyimg
Mentorship from NITW faculty
Get career guidance and help with all your program related doubts from NIT Warangal’s faculty members
Placement Assistanceimg
Placement Assistance
We will help you get absorbed into the recruitment process of the industry’s biggest organizations, many of whom are program partners
Alumni Statusimg
Alumni Status
Become a member of NIT Warangal’s alumni network and connect with your peers.
Industry Networkingimg
Industry Networking
Get the opportunity to connect and engage with, and learn from industry leaders and veterans
Program Syllabus

Python Basics

Python OOP Concepts

Python Numpy and Pandas

Python Pre-req Test

Module 1: Data Preprocessing

Module 2: Data Manipulation

Module 3: Data Visualization

Module 4: GUI Programming & Computer Vision

Module 1: Statistical Foundations

Module 2: Probability

Module 3: Inferential Statistics

Module 4: Generalized Linear Models

Module 5: Advanced Regression Topics

Module 1: Introduction to Machine Learning with Python

Module 2: Supervised Learning - Regression

Module 3: Supervised Learning - Classification

Module 4: Model Selection and Boosting

Module 5: Unsupervised Learning

Module 6: Dimensionality Reduction

Module 7: Association Rules Mining and Recommendation

Module 8: Time Series Analysis

Module 1: Introduction to Graphical model

Module 2: Bayesian Network

Module 3: Markov’s Networks

Module 4: Inference

Module 5: Model learning

Module 1: Introduction to Reinforcement Learning

Module 2: Bandit Algorithms and Markov Decision Process

Module 3: Dynamic Programming & Temporal Difference Learning methods

Module 4: Deep Q Learning

Module 1: Introduction to Text Mining and NLP

Module 2: Extracting, Cleaning and Pre-processing Text

Module 3: Analyzing Sentence Structure

Module 4: Text Classification - I

Module 5: Text Classification - II

Module 6: Advance Text Analytics

Introduction to Deep Learning

Understanding Neural Networks with TensorFlow

Deep dive into Neural Networks with TensorFlow

Master Deep Networks

Convolutional Neural Networks (CNN)

Recurrent Neural Networks (RNN)

Restricted Boltzman Machine (RBM) and Autoencoders

Keras API

TFLearn API

450+ hrs live classes

12+ Assignments

2 Projects

Upto 3 industry projects

Industry Projects
An industry project will be a part of your program to consolidate your learning. Industry projects will ensure you have the real-world experience to start your career in AI & ML.
Building a Conversational ChatBot-image
Building a Conversational ChatBot
Create a chatbot using Natural language processing ensembled with Neural Network and Reinforcement Learning algorithm for creating a state-of-the-art model.
Predictive Model for Auto Insurance-image
Predictive Model for Auto Insurance
Create a predictive model for an auto insurance company using machine learning and deep learning algorithms to predict whether an owner will make an auto insurance claim in the next year.
E-commerce Website - Sales Prediction-image
E-commerce Website - Sales Prediction
Using machine learning models and neural network predict the sales for an E-commerce website, and create a brief report to show inferential data insights using visualization.
Mentors & Instructors
Our program is helmed by experienced faculty members from NIT Warangal and dedicated industry veterans with a background in Machine Learning, Artificial Intelligence, Data Science and more.
Dr. RBV Subramaanyam

Professor NITW

HOD of NITW’s Department of Computer Science and Engineering, Dr. Subramaanyam holds a Ph.D. from IIT Kharagpur
Dr. DVLN Somayajulu

Professor NITW

Currently on Deputation as Director of IIITDM, Kurnool, Dr. Somayajulu did his Ph.D. from IIT Delhi.
Dr. P. Radha Krishna

Professor NITW

Dr. Radha Krishna is a former Principal Research Scientist with Infosys Labs and has a double Ph.D. from Osmania University and IIIT-Hyderabad
Dr. V. Ravindranath

Professor NITW

HOD of JNTU Kakinada’s Mathematics department, Dr. Ravindranath’s specialties are Mathematical Statistics, Operations Research, and Data Mining.
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Program Fee
Starting @

₹12,484/month

Total Program Fee ₹2,62,500 (Inclusive of all taxes)
Get a chance to win a scholarship up to ₹ 1 Lakh
FAQs
Program Details
This is a 9-month online program. More than 75% of the program will be instructor-led live classes and about 25% will be self-paced learning.
This is a 9-month online program. All the live classes will be conducted on weekends.
More than 75% of the program will be instructor-led live classes and about 25% will be self-paced.
If you miss a live class, you will get a recording of the class within the next 12 hours. Apart from this, you will get technical support in case of any query.
To help you get the best of both academic and industry experience, the classes will be conducted by both industry experts and NITW professors.
The classes will be conducted on weekends.
This program will require 8-10 hours of commitment per week.
Yes, the course can be taken by anyone passionate about Machine Learning and its future. You just need a passion to learn.
Yes, anyone who is passionate about learning Machine Learning can enroll in this program. We encourage learners from diverse backgrounds. To enable this, we provide 24x7 support and supervised learning to our learners.
After you fill up the basic details for the program, you will be asked to complete a detailed application form in order to shortlist your application for screening. Once your application is shortlisted, you will need to appear for an interview which will be conducted by a subject matter expert/program faculty member. 

Based on your profile and interview, if you are selected for admission, you will receive an admission offer letter from NITW & Edureka.
You can reach out to the Admissions Office on email: admissions.pgp@edureka.co or on +91-9606058419.
The interview will be conducted by a subject matter expert/program faculty member.
The program fee is Rs. 2,62,500/- (inclusive of all taxes). To promote meritorious candidates, we are offering scholarships up to Rs. 1,00,000/-
The scholarship is awarded based on the strength of your profile, interview performance and outcome of the scholarship test.
Yes, you can avail EMIs on credit & debit cards. We also have more financing options for this program. Reach out to our admission counselors at +91-9606058419.
Yes, we have tied up with a few financial partners. You just need to pay a small down payment and avail the loan.
Yes, you are eligible for a refund up to the 1st week after the program's commencement. We will refund the entire amount paid by you (except for Rs. 10,000 as operational cost). In case you are unable to continue learning in your batch, you also have the option to defer to another batch. The deferral will only be allowed if your batch has completed less than 20% of the program duration.
Yes, the deferral will only be allowed if your batch has completed less than 20% of the program duration.
You can attend all the live classes on a laptop/desktop with basic specifications.
We have multiple doubt clearing sessions and 1-on-1 supervised learning for our learners. We are committed to helping you learn.
"PMP®","PMI®", "PMI-ACP®" and "PMBOK®" are registered marks of the Project Management Institute, Inc. MongoDB®, Mongo and the leaf logo are the registered trademarks of MongoDB, Inc.