A repository to store all items pertaining to course Statistical Methods in AI
- Professor: Anoop M. Namboodiri
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.
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 |
The project can be found at TheProjectsGuy/SMAI21-CS7.403-Project.