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handwriting:tutorials [2019/08/21 15:27]
clement created
handwriting:tutorials [2019/10/08 14:45] (current)
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-These tutorials will help you come up to speed on tensorflow ​and pytorch+= Machine Learning Tutorials = 
 +== TensorFlow specific, but teaches basics well— == 
 +*Getting Started with Tensorflow and Deep Learning: SciPy 2018. (This one does a good job at explaining the general idea of machine learning, and has several code implementations that are awesome ​to help learn.) 
 +*Keras tutorial: Machine learning in Python  
 + 
 +== Great early-on, beginner-level stuff— == 
 +* The ''​3Blue1Brown''​ videos on Youtube about Neural Networks (There is a Chapter 4 as well, but it isn't important when starting out) 
 + 
 +*[[https://​youtube.com/​watch?​v=aircAruvnKk|Chapter 1]] 
 +*[[ https://​youtube.com/​watch?​v=IHZwWFHWa-w |Chapter 2]] 
 +*[[https://​youtube.com/​watch?​v=Ilg3gGewQ5U|Chapter 3]] 
 + 
 +* ''​Neural Networks ​and Machine Learning''​— It's the book that one of the videos recommends. It has example code that’s pretty good) 
 +* CS 231n Stanford University course notes— It also has code, hard to get working.  
 + 
 +== Minor but important parts— == 
 +* ''​A Practical Guide to ReLu''​ (Good, concise useful tutorial on ReLu) 
 + 
 +== Look at later on— == 
 +* ''​The Unreasonable Effectiveness of Recurrent Neural Networks''​ 
 +* DeepLizard’s ''​Convolutional Neural Networks Explained''​ 
handwriting/tutorials.1566422843.txt.gz · Last modified: 2019/08/21 15:27 by clement
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