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ABOUT US

NIT Warangal

The National Institute of Technology, Warangal is one of India’s top engineering colleges and among the Top 50 colleges in the country. NITW has also been recognized as an Institute of National Importance by the Government of India. NITW has partnered with Edureka to design this online Post-Graduate Programme in Artificial Intelligence & Machine Learning. In order to develop the next cadre of highly skilled professionals and experts in the field of AI & ML.

EDUREKA

Edureka is an online education platform focused on delivering high-quality learning to Technology professionals. We have the highest course completion rate in the industry and we strive to create an online ecosystem for our global learners to equip themselves with industry-relevant skills in today’s cutting edge Technologies. We house a team of dedicated instructors with vast industry experience backed by a support team that works round the clock, ready to help our learners maximize their learning experience.

Why enroll in this program?

Netflix, Amazon, IBM, Google, Uber, these are just a few of the top global companies who have used AI and Machine Learning to create products and services we all love. With the help of AI & ML, companies around the world are reshaping the future.

Don’t you want to be a part of this zeitgeist?
The NIT Warangal faculty, Edureka experts, industry veterans, a large pool of SMEs and learners have jointly collaborated to create this online PG Program in AI & ML. This PGP is a rigorous 9-month program with over 450 hours of intensive learning designed to make you not just industry ready but also primed to excel

Program Features
9-Month online
Post-Graduate Program
E&ICT Academy, NITW
Certificate on completion
E&ICT Academy, NITW
alumni status
Curriculum designed by E&ICT
Academy, NITW professors
Connect with E&ICT
Academy, NITW network
450+ hrs of intensive learning
Lifetime access
24x7 expert support
Program Curriculum

Python for AI-ML

  • Python Basics
  • OOPS
  • Python Numpy and Pandas
  • Data Preprocessing
  • Data Manipulation
  • Data Visualization

Machine Learning

  • Introduction to Machine Learning
  • Supervised Learning - Classification I (Decision Tree, Random Forest)
  • Supervised Learning - Classification II (Naive Bayes, KNN, SVM)
  • Model Selection and Boosting
  • Unsupervised Learning
  • Dimensionality Reduction
  • Association Rule Mining and Recommender System
  • Time Series Analysis

Predictive Analytics

  • Statistical Foundations
  • Probability
  • Inferential Statistics
  • EDA
  • Linear Regression
  • Logistic Regression
  • Advance Logistic Regression

Deep Learning

  • Introduction to Deep Learning - Single Layer Perceptron
  • Understanding Multilayer Perceptron
  • Convolutional Neural Network – I
  • Convolutional Neural Network - II
    (Keras, OpenCV, Freezemodel)
  • Regional Convolutional Neural Network (RCNN)
  • Boltzmachine and Autoencoder
  • Generative Adversarial Network (GAN)
  • In-Class Project: Emotion and Gender Detection

Sequence Learning

  • Introduction to Markov Model and Sequence Labeling
  • Conditional Random Field (CRF)
  • RNN and GRU
  • LSTM
  • In-Class Project: Auto Image Captioning
  • Machine Translation

Natural Language Processing

  • Text Preprocessing & NLP
  • Analysing Sentence Structure
  • Text Classification
  • LSTM
  • In-Class Project: Twitter Sentiment Analysis
  • In-Class Project: RASA based Chatbot

Reinforcement Learning

  • Introduction to Reinforcement Learning
  • Bandit Algorithms and Markov Decision Process
  • Dynamic Programming & Temporal
  • Difference Learning Methods
  • Deep Q Learning

Capstone Project

  • Building an RL based conversational chatbot
  • Human Pose Estimation
  • Predictive Model for Auto Insurance Company

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.
Upon successful completion of the course, you will:-
  • Get certified by E&ICT, NIT-Warangal, an Institute of National Importance
  • Get E&ICT, NIT-Warangal alumni status and get the chance to network with other E&ICT, NIT-Warangal alumni
A potential candidate must have one of the following prerequisites:
  • Degrees like BCA, MCA, and B.Tech or programming experience
  • Should have studied PCM in 10+2

Duration: 9 Months

Program Fee: Rs. 2,62,500 Inclusive all taxes
(EMI Starts at Rs. 14,408/month)

Candidates will have to complete a thorough online application process and attend telephonic interviews to be eligible to attend the program.

We are also offering scholarships worth up to ₹ 75,000 for exceptional candidates. If you would like to apply for a scholarship