I implemented machine learning algorithms in Machine Learning Foundations, Machine Learning Techniques. Besides, I also add some reference document for your kind perusal.
Course video can be found on youtube, please visit https://youtu.be/nQvpFSMPhr0. Course material can be found on Prof. Lin's course page, please visit course page on https://www.csie.ntu.edu.tw/~htlin/.
Should you have any questions, please feel free to contact me.