AI60211

Algorithmic and Mathematical Foundations for AI

Autumn 2025 • IIT Kharagpur

About the Course

This course introduces the fundamental mathematical concepts of linear algebra, probability, statistics, optimization and sorting, searching, graph algorithms. It's designed for first-year MTech students. As a teaching assistant, my responsibilities included conducting tutorial sessions, holding doubt-clearing sessions for the Maths part. The Algorithm part was assisted by other TAs.

Assignments6

Assignment 0: Introductory Session

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Assignment 1: Group, Ring, Field

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Assignment 2: Vector Space

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Assignment 3: Linear Algebra

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Assignment 4: Probability Theory

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Assignment 5: Optimization

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