Repository for all code and notes used to learn data analysis, visualisation, machine learning, artificial intelligence and probability and statistics
Recently I've been quite enchanted by the world of data driven decision making and due to this I have now made a concious effort to learn as much as I can about it. My major Quantitative Biology gives me the mathematical and comptuational tools to do this and I should be able to apply it to many different problems. Below are the resources I am using to complete my journey.
- CS188.1x Artificial Intelligence offered by BerkleyX
- Think Stats by Allen B. Downey
- Doing Data Science by Rachel Schutt and Cathy O’Neil
- 15.071x The Analytics Edge offered by MITX
- Explore Data Science by Booz Allen Hamilton Inc
- Quantitative Economics by Thomas J. Sargent and John Stachursi
- Select courses from datacamp.com
- Competitive Data Science at kaggle.com
- Intro to D3.js by Square
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent