CONVERGENCE OF ARTIFICIAL INTELLIGENCE, MACHINE LEARNING AND DATA SCIENCE FOR ENGINEERING APPLICATIONS - Online Mode

Who should attend

The programme is open to the faculty of engineering colleges, degree colleges, MCA colleges and other allied disciplines in India.

Course Content

• Introduction to AI, Agents,
Environments and Problem Formulations
• Search Algorithms and Game Search
• Probabilistic Reasoning and Hidden Markov Model
• Markov Decision Process
• Reinforcement Learning
• Overview of Machine Learning
• Supervised and Unsupervised Learning
• Classification
• Support Vector Machine,
Decision Tree and Random Forest
• K-Nearest Neighbors Algorithm
• Overfitting and Underfitting
• Neural Networks
• Overview of Deep Learning
• Concept of Data Science and Web Scraping
• Programming Tools for Data Science
• Mathematical Foundations:
Linear Algebra, Statistics,
Probability and Hypothesis and Inference
• Regression
• Recommender Systems
• Case Studies on AI and ML Application
• Case Studies on DS Application

Registration Fee

Faculty and Research Scholars	Rs. 750/-
Industry Participants	Rs. 2250/-

The Participants need to pay the Registration Fee Online using the following details:
On-line Mode:
Account Name: Electronics & ICT Academy NITW
Account No: 62423775910
IFSC Code: SBIN0020149

How to Apply

Participants are required to fill the online registration form by clicking on the following link:

Registration Link:
https://forms.gle/YXJPRxeExpYU8MmA8