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[TOC]

The Series Intro

  • memo items:听说过的一些概念
    • Deep Learning:深度学习
    • Deep Belief Nets:深度信念网络
    • Convolutional Nets: 卷积网络
    • BackPropagation:反向传播
    • Non-Linearity:非线性
    • Image Recognition:图像识别
  • Big Deep Learning Researchers:深度学习大牛的名字
    • Andrew Ng:吴恩达
    • Geoff Hinton
    • Yann LeCun
    • Yoshua Bengio
    • Andrej Karpathy
  • Deep Learning in Big Companies
    • DeepMind (Google use $400 million)
    • Self driving car (Apple)
    • Gpus(Nvidia)
    • AI Research investment (TOYOTA use 1 billion)
  • Difficulty about Explanation of Deep Learning in simple language
    • too mathematical
    • too much code
    • How this series tell us about ml
      • Software libraries
      • learn begining at models
      • then use cases
      • then platforms
      • then libraries