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from-0-to-research-scientist-resources-guide's Issues

More details about Top-Down vs Bottoms-Up

I read the readme file, but I don't understand what is meant by going Top-Down vs Bottom-Up in this specific context. I am interested in hands-on experience from the beginning, delving into maths where necessary. Where should I start?

How to study a research paper?

Hi,

Would like to suggest another topic that should be included on how to study a research paper. How to approach your first paper? How to improve and be able to understand and apply it.

Thanks

Khan Academy for math learning for basic level

I would suggest you put the Khan Academy for math learning on the list. It gives the possibility to study the basics of calculus, statistics/probability, and linear algebra very conveniently, which is a good start before the more complicated sources.

  1. https://www.khanacademy.org/math/ap-calculus-bc
  2. https://www.khanacademy.org/math/ap-statistics
  3. https://www.khanacademy.org/math/multivariable-calculus
  4. https://www.khanacademy.org/math/differential-equations
  5. https://www.khanacademy.org/math/linear-algebra

Understanding deep learning

Shameless self-promotion, I know, but I have written a new book on deep learning.

The draft is at: http://udlbook.com/

I'd rate it as intermediate for what it's worth. If you think it looks useful, then feel free to add it! If not, then no hard feelings.

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