Centre for Outreach and Digital Education (CODE)

IIT Madras
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Registration Open - August 2025 Batch certification programs for school students. Please visit: code.iitm.ac.in/schoolconnect

Machine Learning for Industry Professionals

Foundations to ML
Course Fee
70,000
+ 18% GST

Start Date: August 22, 2025
Last Date of Registration : August 20, 2025
Registration: ONGOING
Course Description
Download Course Brochure

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 program on Foundations of Machine Learning. 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 :

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: August 22, 2025

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

Last date of Registration: August 20, 2025