Resources for data scientists

Below are a few selected resources which I’d recommend to learn and stay up-to-date with data science.

Tools

Blogs

Email newsletters

Books

  • Mathematics for Computer Science, Eric Lehman, F Tom Leighton, Albert R Meyer
  • Deep Learning with Python, François Chollet
  • Deep learning, free online book by Aaron Courville, Ian Goodfellow, and Yoshua Bengio
  • Neural network and deep learning, free online book by Michael Nielsen

You'll build a neural network from scratch and learn the mathematics behind it.

  • Mathematics for Machine Learning, A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth

Youtube

Practice

Hackathons

  • Hash Code, Google’s team-based programming competition
  • Code Jam, Google’s solo programming competition

Until next time.

Categories: data science
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