《机器学习》课程参考材料 by Sheng Lian

机器学习 by 周志华

统计学习方法 by 李航

神经网络与深度学习 by 邱锡鹏

人工智能的矩阵代数方法 by 张贤达

动手学深度学习 by 李沐

Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville

Pattern Recognition and Machine Learning by CM Bishop

机器学习基石(课程) by 林轩田

机器学习(课程) by 李宏毅

Machine Learning(课程) by Anand Avati