How to Learn

https://www.mihaileric.com/posts/complete-artificial-intelligence-undergraduate-course-plan/

LSE Digital SKills Lab

https://info.lse.ac.uk/current-students/digital-skills-lab/Data-science-tools-and-coding + Self-paced online courses covering the foundations of programming in Python, R and C++ + Daily coding support drop-in sessions via Microsoft Teams

(Misc): How Much Data is Generated in a Day? https://www.weforum.org/agenda/2019/04/how-much-data-is-generated-each-day-cf4bddf29f/

Data Visualisation

BBC Visual and Data Journalism cookbook for R graphics

https://bbc.github.io/

Programming

https://muldoon.cloud/programming/2020/04/17/programming-rules-thumb.html

Datasets

http://www.thebillionpricesproject.com/ https://news.ycombinator.com/item?id=23066776

Tech Stack

https://zerodha.tech/blog/hello-world/

Zerodha - Indian Stock Broker platform

https://www.listennotes.com/blog/the-boring-technology-behind-a-one-person-23/

Listennotes - The boring technology behind one person

Data Science

NIST engineering statistics handbook

https://www.itl.nist.gov/div898/handbook/

Oxford SC4/SM8 Advanced Topics in Statistical Machine Learning https://github.com/ywteh/advml2020

Deep Multi-task Learning: https://www.youtube.com/playlist?list=PLoROMvodv4rMC6zfYmnD7UG3LVvwaITY5 Harvard CS109: http://cs109.github.io/2015/pages/videos.html

Deepmind AI resource list https://storage.googleapis.com/deepmind-media/research/New_AtHomeWithAI%20resources.pdf

JP Morgan Python Training: https://github.com/jpmorganchase/python-training

Data Science in Politics: https://github.com/Banyuwangi45/Machine-Learning-and-Data-Science-in-Politics

Machine Learning Summer School: http://mlss.tuebingen.mpg.de/2020/schedule.html

Data Science in Practice: https://datascienceinpractice.github.io/docs/index.html

Collection of courses: https://deep-learning-drizzle.github.io/index.html

Fairness in Machine Learning: https://fairmlbook.org/

Interviews

https://umaar.com/blog/my-code-exercise-submissions-part-1/

https://danluu.com/programming-books/

05/09/2020