This repository contains notes and solutions for various CS courses and assignments.
Note: For best experience consider installing MathJax Plugin for Github which allows for rendering MathJax in the browser
| Type | Course | Source | Notes/Solutions |
|---|---|---|---|
| Computer Science Basics | HarvardX CS50: Introduction to Computer Science | edX | Link |
| Web Programming | HarvardX CS50: Web Programming in JavaScript and Python | edX | Link |
| Type | Course | Source | Notes/Solutions |
|---|---|---|---|
| Algorithmic Challenges | HackerRank, LeetCode, Cracking the Coding Interview | HackerRank, LeetCode | Link |
| Algorithms | MIT 6.006: Introduction to Algorithms | Course website | Notes |
| Type | Course | Source | Notes/Solutions |
|---|---|---|---|
| AWS | Solutions Architect Associate | - | Notes |
| Type | Course | Source | Notes/Solutions |
|---|---|---|---|
| Reinforcement Learning | UCL&DeepMind COMPM050: Reinforcement Learning | Course website | Notes, Solutions |
| Machine Learning | UBC CPSC 540: Machine Learning (Nando de Freitas) | Youtube Playlist, Course Website | Notes |
| Natural Language Processing (NLP) | Stanford CS224N: NLP with Deep Learning | Youtube Playlist, Course Website | Notes |
| Type | Course | Link | Notes/Solutions |
|---|---|---|---|
| Introduction to Statistical Learning | Course website, Book (pdf), Lectures (youtube) | Solutions (python) | |
| Mathematics for Machine Learning | Website, Book (pdf) | Solutions (python) | |
| Linear Algebra | MIT 18.06: Linear Algebra | Course website | Notes |
| Type | Course | Link | Notes/Solutions |
|---|---|---|---|
| Linux Shell | HackerRank | Course website | Link |