机器学习资源链接汇总

快速链接
课程、术语表、三个月入门

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课程

Google Crash Course

 转到

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术语表

Google × TensorFlow

 转到

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公共数据集

awesomedata - public datasets

机器学习中的范数规则化

L0、L1、L2 正则化

https://blog.csdn.net/zouxy09/article/details/24971995

核范数与规则项参数选择

https://blog.csdn.net/zouxy09/article/details/24972869

三个月入门

Author: Siraj Raval @ Youtube
Original Link Here

Month 1

• Week 1 - Linear Algebra
• Week 2 - Calculus
• Week 3 - Probability
• Week 4 - Algorithms

Month 2

• Week 1
  • learn python for data science
  • Math of Intelligence
  • Intro to Tensorflow
    
    
• Week 2
  • Intro to ML (Udacity)
    
    
• Week 3-4
  • ML Project Ideas

Month 3 (Deep Learning)

• Week 1
  • Intro to Deep Learning
    
    
• Week 2
  • Deep Learning by Fast.AI
    
    
• Week 3-4
  • Re-implement DL projects from my github

For the future

• ML people to follow on Twitter

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