Traiko Dinev

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Cool Resources

Obligatory note. I do not own any of these, nor do I assume ownership, etc., etc.

Books & Courses

• Deep Learning Book
• Neural Networks & Deep Learning
• MIT 8.04, Quantum Physics - Amazing course, check it out
• MIT 18.02, Multi-variable Calculus

Machine Learning

• Neural Networks 3 - Learning and evaluation
• Andy's blog - Xavier initialization
• What does the gradient flowing through batch normalization looks like?
• Calculus on Computational Graphs: Backpropagation
• Understanding the backward pass through Batch Normalization Layer
• Why Momentum Really Works - Distill is awesome
• SoundCloud's Data Science Process
• Cookiecutter Data Science
• MLPR @ Edinburgh University
• Understanding LSTM Networks
• Encoding Categorical Values

Reinforcement Learning/ Robotics

• Reinforcement Learning in Robotics
• OpenAI Gym

Engineering/Physics

• Ion-trap quantum computing - Some pretty awesome stuff
• Discrete Fourier Transform/ FFT
• How to become a GOOD Theoretical Physicist - Send this to your friends studying physics
• NQIT (UK's quantum computing project) report 2017
• Entropy/ Information Theory Visualization
• Kalman filter tutorial

Cheatsheets/ Tips

• Rules for O(n log n) barrier for comparison sorts.
• Latex cheatsheet
• The Matrix CookBook
• Kisses of Death in the Graduate School Application Process
• How to write a scientific abstract in six easy steps
• Draw any LaTeX symbol to get the command.
• Latex natbib reference

GRE

Before you continue on, try reddit's page with links instead: here. It's bound to be more extensive and up to date than this old bookmark "folder".

• How the GRE is scored?
• Analytical Writing Official
• Magoosh Vocabulary Flashcards
• Pool of Issue Topics
• Pool of Argument Topics
• Essay Samples
• Manhattan prep test
• Targetprep test
• More tests
• Even more practice tests
• Woah.. more practice tests
• The additional practice tests I did (if you can believe my score was good)

Misc

• Metaacademy
• Amos Chapple Photography
• Waitbutwhy SpaceX - Waitbutwhy is worth the read, generally
• Boot Troubleshooting
• Free things to try on the internet
• How to read a paper
• Analysis of knife attacks

Linux

• USB power control

French

• French by french/ bunch of recordings & examples