# Resources
## Programming
- [CS50](https://youtube.com/playlist?list=PLhQjrBD2T380F_inVRXMIHCqLaNUd7bN4&si=2O1Vq-30og-6PfSm) Contains several basic aspects of Computer Science.
- [USACO guide.](https://usaco.guide/) A sectioned guide covering different aspects of CP from basics to advanced algorithms.
- [Automated Trading](http://isomorphisms.sdf.org/maxdama.pdf) Has wide range of information.

## Time Series Forecasting
- [ritvikmath](https://youtube.com/playlist?list=PLvcbYUQ5t0UHOLnBzl46_Q6QKtFgfMGc3&si=CbTks8SZImpB4GAF)
- [Basic introduction](https://youtu.be/Prpu_U5tKkE?si=anvzruirAB8LmOBT)
- [NPTEL Applied Time Series Analysis](https://youtube.com/playlist?list=PLvOh309NvHlH0lVEyBFTv3oJ_TbDAWkP7&si=hoD_oaIC9UKQdqgv)

## Statistics
- [Stat 110](https://projects.iq.harvard.edu/stat110/home) : Covers the necessary aspects of Probability Theory and Statistics.
- [All Of Statistics](https://drive.google.com/file/d/1AumjUFKTyVqi8FaRgLX9Y6RhnwKaXYRK/view?usp=sharing) : Topics from statistical modeling and inference.
- [Statquest](https://www.youtube.com/@statquest) : Easy Statistics, Machine Learning and Data Science
## Brain Teasers
- [Zetamac](https://arithmetic.zetamac.com/) : Mental meth practice
- [Braintstellar](https://brainstellar.com/) : Brainstellar gives step-wise approach to interview puzzles and written tests for analytics and Quant jobs
- [Math Trainer](https://mathtrainer.ai/) : Again mental meth

## Finance
- [Zerodha Varsity](https://zerodha.com/varsity/) : Contains 15 modules and video lectures on topics in stock market.
- [Quant ML Trading](https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading) : Github repo with many quant related algos.

## Reinforcement Learning
- [CS234W (15 Lectures)](https://youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u&si=FG7QuwSmZeLI3_8n) : Youtube Playlist.
- [CS234W WebPage](https://web.stanford.edu/class/cs234/CS234Win2019/index.html) : Has lecture notes, assignments and slides.