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深度學習的學習過程記錄-開山篇

機器學習machine learning
深度學習deep learning

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2018-11-19 記錄深度學習的學習過程
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資源類:

  1. tensorflow

如何快速學習tensorflow
https://www.zhihu.com/question/41667903
官方學習教程(裡面有開發環境搭建教程)
https://www.tensorflow.org/tutorials/keras/basic_classification
tensorflow and deep learning without a PhD (Google教程)
https://codelabs.developers.google.com/codelabs/cloud-tensorflow-mnist/#0

資源合集:
https://github.com/wagamamaz/tensorflow-tutorial

  1. pytorch
    官網:
    https://pytorch.org
    中文教程:
    http://pytorch.apachecn.org/cn/tutorials/beginner/blitz/autograd_tutorial.html

  2. NLP-Google bert
    https://github.com/google-research/bert#fine-tuning-with-bert
    BERT pytorch implementation:
    https://github.com/huggingface/pytorch-pretrained-BERT

  3. python學習教程
    learn python the hard way
    https://learnpythonthehardway.org
    莫凡python
    https://morvanzhou.github.io/tutorials/python-basic/basic/03-2-for/
    python + machine learning
    https://pythonprogramming.net/machine-learning-tutorial-python-introduction/

  4. 莫凡推薦學習順序(總結的很好,這邊引用一下)
    在這裡插入圖片描述