机器学习资源
网络课程
- 機器學習 Machine Learning - Introduction to Machine Learning by 李育杰
- Computational Linear Algebra for Coders
- Deep Learning for Self-Driving Cars
- scikit-learn
- Machine Learning of Coursera
- 机器学习 Machine Learning-余凯&张潼 AND 课程主页&课件
- ML-网易 and 讲义
- A Tour of Machine Learning Algorithms
- Statistical Learning good A
- Neural Networks for Machine Learning
- Applied Machine Learning in Python
- Practical Machine Learning
- Machine Learning Foundations: A Case Study Approach
- 机器学习技法 AND slides AND homework
- 机器学习基石 AND slides
- Learning from data
- Statistical Machine Learning: Spring 2017 by Larry Wasserman
Books
- pattern recognition and machine learning
- 李航 统计学习方法
- 机器学习 周志华
- 机器学习实战
- https://github.com/ty4z2008/Qix/blob/master/dl.md
我发现台湾在机器学习方面确实有很多好的课程，无论的林轩田、李宏毅还是上面的李育杰的课都非常的好，各有特色。十分感谢这些人的奉献。