CS5103

Course Description

In this course, we download various datasets and learn to apply machine learning algorithms on them. Postgraduates and senior undergraduates are the target audience of this course.

Class Time (with Location)

Tuesday 9-10 AM (LHC 101) + Tutorial 10-11 AM (LHC 103)
Wednesday 11 AM-12 PM (LHC 103)
Friday 4-5 PM (LHC 103)

Course Instructor

Dr Kripabandhu Ghosh (kripaghosh [AT] iiserkol.ac.in, CDS room 107)
Dr Saptarshi Pyne (spyne [AT] iiserkol.ac.in, CDS room 101A)

Course picture Upcoming... — A Thinking Machine. Photo courtesy: https://www.repsol.com/en/energy-and-the-future/technology-and-innovation/machine-learning/index.cshtml

Teaching Assistants

Subinay Adhikary (sa21rs094 [AT] iiserkol.ac.in)
Sabyasachi Sahu (ss22rs116 [AT] iiserkol.ac.in)

Grading Policy

Assignment #1: 5%
Assignment #2: 10%
Assignment #3: 15%
Mid-Semester Exam: 20%
End-Semester Exam: 50%

Syllabus and References

Please click here

Prerequisite(s)

CS1101 'Introduction to Computer Programming' or any equivalent course
CS3102 'Programming in Python' or any equivalent course

CS5103: Applied Machine Learning

Jul-Dec, 2025