Python - Deep Learning / TensorFlow参考情報

Deep Learning参考ビデオ・書籍

Lynda.com

• Building and Deploying Deep Learning Applications with TensorFlow (by Adam Geitgey)
• Neural Networks and Convolutional Neural Networks Essential Training (by Jonathan Fernandes)

Safari Online

• Fundamentals of Deep Learning (by Nikhil Buduma, Publisher: O'Reilly Media, Inc.)
  • 相当理論的な本。参考書として使ったほうがいいかも
• TensorFlow for Deep Learning (by Reza Bosagh Zadeh, Bharath Ramsundar, Publisher: O'Reilly Media, Inc.)
  • 実践的な本。サンプルを試しながら理解していく本。

その他リンク

• tensorflow.org - Tutorials

Amazonからの購入

Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms

実践 Deep Learning ―PythonとTensorFlowで学ぶ次世代の機械学習アルゴリズム (オライリー・ジャパン)

TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning