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CS231n: Convolutional Neural Networks for Visual Recognition
CS231n: Convolutional Neural Networks for Visual Recognition
 
 
Functional Programming in Scala
Functional Programming in Scala
 
 
Machine Learning Foundations/mlfound_handout
Machine Learning Foundations/mlfound_handout
 
 
Machine Learning Techniques/mltech_handout
Machine Learning Techniques/mltech_handout
 
 
Machine Learning-Andrew Ng
Machine Learning-Andrew Ng
 
 
Machine Learning
Machine Learning
 
 
Neural Networks for Machine Learning
Neural Networks for Machine Learning
 
 
README.md
README.md
 
 

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Coursera

Andrew Ng--Stanford University

Hsuan-Tien Lin--Taiwan University

Fei-Fei Li & Andrej Karpathy & Justin Johnson --Stanford University

Geoffrey Hinton -- University of Toronto

课程

机器学习 -- 吴恩达 -- 斯坦福大学

  • 课程进度： 100%
  • 作业：
    • [Octave] - 使用Octave，默认版本 100%
    • Jupyter Notebook - 使用numpy,pandas,scikit-learn,matplotlib,tensorflow等库的Python3版 12%

机器学习 -- 林軒田 -- 台湾大学

CS231n: 面向视觉识别的卷积神经网络--Fei-Fei Li & Andrej Karpathy & Justin Johnson -- 斯坦福大学

  • 课程进度：
  • 作业：
    • 作业1
    • 作业2
    • 作业3

机器学习中的神经网络--Geoffrey Hinton-多伦多大学

  • 课程进度： Lecture2
  • 作业：
    • Octave - 使用Octave，默认版本
    • Tensorflow 版本

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