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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)

Chapter 1

Chapter 2

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.1570566902.txt.gz · Last modified: 2019/10/08 14:35 by
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