TheProjectsGuy/SMAI21-CS7.403

All coursework for course Statistical Methods in AI, CS7.403 at IIITH (Monsoon 2021)

Statistical Methods in AI (Monsoon 2021) @ IIITH

Written Notes

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A repository to store all items pertaining to course Statistical Methods in AI

• Professor: Anoop M. Namboodiri

Note

This repository is for personal reference only. Please do not copy code for homework (understanding is better than grades). Please adhere to the license CC BY-NC-SA 4.0; appropriate credits, whenever needed, are given in notebooks. Some material (like questions) may belong under different terms.

Table of contents

• Statistical Methods in AI (Monsoon 2021) @ IIITH
  • Note
  • Table of contents
  • Contents
    • Assignments
    • Project

Contents

Assignments

The assignments given out (for the course) are summarized in the table below

Assignment	Description
Assignment 1	Random variables and density functions
Assignment 2	PCA, Logistic regression, KNN
Assignment 3	SVM, CNN, RNN, Clustering, and Decision Trees and Random Forests

Project

The project can be found at TheProjectsGuy/SMAI21-CS7.403-Project.