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Official tutorials from TensorFlow, PyTorch, or Keras are all great.
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Kaggle kernels.
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StackOverflow and StackExchange.
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Wikipedia.
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distill.pub.
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Google Colab1 seedbank.
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Rooftopslushie.com: detailed description of interview processes at big companies.
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Acing AI Interviews: collections of questions asked at AI interviews at big companies. No answers though.
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Interview.io: take anonymous technical interviews and watch anonymous technical interviews.
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Sebastian Ruder’s NLP newsletters. It’s mind-boggling how much information Sebastian manages to distill into each newsletter. Useful to keep track of how the field progresses.
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Advice for Applying to Data Science Jobs by Emily Robinson, 2018.
Footnotes
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As of 2021, you can access free GPU on Colab. ↩