Introduction
There were mutiple courses on Machine Learning including Machine Learning Foundations (linear algebra and basic algorithms like PCA), Machine Learning Techniques (detailed mathematics of Support Vector Machines, Ensembling, etc) and Machine Learning Practice (implementation with scikit-learn, xgboost, etc).