Michael Nielsen’s Neural Networks and Deep Learning

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Description

Neural Networks and Deep Learning is a free online book. The book will teach you about:

  • Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data
  • Deep learning, a powerful set of techniques for learning in neural networks

Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you many of the core concepts behind neural networks and deep learning.

1219 reviews for Michael Nielsen’s Neural Networks and Deep Learning

  1. Peidi Wu

    This ebook is top notch. Everything is very well written and explained. The exercises really made me think which I loved. There doesn’t exist solutions to the exercises, which at first I thought is extremely annoying, but I ended up not minding.

    The course does get math heavy at times, I’d say an understanding of multivariable calc is preferred.

  2. totallynotavirus

    brilliant book with interactive examples

  3. kiuhnm

    This was way too elementary and verbose for my taste.

    The “Deep Learning” book by Goodfellow, Bengio and Courville that someone else recommended is at the same level of Bishop’s and Murphy’s and it’s well written

  4. evonide

    I have also read the complete book and can recommend it! However, I personally had troubles understanding some of his explanations like the ones in Chapter 2 where he explains Backpropagation. Here, I didn’t really understand how the algortihm works in detail from a mathematical/fundamental point of view. To do so I had to consider many more resources and videos. The only way to solve my understanding problem was to completely derive everything from scratch and to spend a lot of time on it. In case you have similar issues or questions about the Backpropagation algortihm just drop me a message I would be glad to help out.

  5. nicolasguacamole

    Yeah it’s absolutely stonking

  6. bardelaz

    Read some of it a while ago. The style is very approachable. He also includes interactive plots which are really nice for developing intuitions.

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