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Can anyone recommend good books for learning deep learning with python?
by Insanity 8y ago
Can anyone recommend good books for learning deep learning with python?
- stared 8y agoFor a very practical introduction to deep learning with Keras, I recommend Deep Learning with Python by François Chollet, https://www.manning.com/books/deep-learning-with-python https://www.manning.com/books/deep-learning-with-python. For a general context, my post "Learning Deep Learning with Keras" https://p.migdal.pl/2017/04/30/teaching-deep-learning.html https://p.migdal.pl/2017/04/30/teaching-deep-learning.html or for a practical quick start - "Starting deep learning hands-on: image classification on CIFAR-10" https://deepsense.ai/deep-learning-hands-on-image-classification/ https://deepsense.ai/deep-learning-hands-on-image-classifica....
- Insanity 8y agoThank you! In general I prefer reading technical material (to really learn something) from a piece of paper rather than from a screen. I'll order the book :)
- screye 8y agoTry the CS231n course from Stanford. Assignments, solutions, slides and lectures are available. Proper grad level deep learning course with excellent notes. The assignments are IMO, the best way to get good and in-depth knowledge of deep learning. For books, Ian Goodfellow's deep learning is the best theory (as theoretical as Deep Learning gets ) oriented book.