Data Science and Artificial Intelligence – Leadership Essentials – Cohort 2

Last Day for Registration : December 25, 2024

SKU: IIT Madras | Start Date:3rd January, 2025 Categories: ,

Course Description

Download the Brochure

About The Course:

Centre for Outreach and Digital Education (CODE), IIT Madras in collaboration with Wadhwani School of Data Science and Artificial Intelligence, IIT Madras offers a short-term executive certificate programme on Data Science and Artificial Intelligence – Leadership Essentials. This is a 2 month course that aims to give a high level overview of machine learning/deep learning along with deployability and responsibility aspects of AI.

The course will include case studies that will help managers appreciate the practical applications of the algorithms and how to effectively translate to their work/domains of interest. The goal is to keep the course less mathematical and at a high level. In the course, there will be TA driven walkthroughs of code for key algorithms discussed.

Mode of Course: 24 hours of recorded videos and 16 hours of online live interactive sessions with the faculty

Modules Covered:

Module 1 : MATHEMATICAL FOUNDATIONS

Module 2: SUPERVISED LEARNING -1

Module 3 : SUPERVISED LEARNING – 2

Module 4 : UNSUPERVISED LEARNING

Module 5 : DEEP LEARNING-1

Module 6: DEEP LEARNING-2

Module 7 : DEPLOYABILITY

Module 8: GENERATIVE AND RESPONSIBLE AI

Click on the tab “Module Description” and choose the appropriate module from the dropdown menu to view more information about each module.

Course Start Date: January 1, 2025

Mode: Pre recorded Videos & Assignments will be released on Fridays and Online Live session on Saturdays.

Last date of Registration:  December 20, 2024