Schedule


Date Description Course Materials
September 18, 2019 Machine Learning Club Overview PDF
September 18, 2019 Introduction to Kaggle PDF
September 18, 2019 Introduction to Google Colab PDF
September 25, 2019 Decision Trees I PDF
Practice Problems Solutions Problem Set
October 2, 2019 Decision Trees II
PDF
October 9, 2019 Random Forests PDF
October 23, 2019 Support Vector Machines PDF
October 30, 2019 Real World Machine Learning PDF
November 13, 2019 Naive Bayes and KNN PDF
November 20, 2018 Calculus for Machine Learning PDF
November 25, 2019 Neural Networks I: the Perceptron PDF
December 4, 2019 Neural Networks II: the Neuron and Forward Propagation PDF
December 11, 2019 Neural Networks III: Backpropagation PDF
Problem Set
December 18, 2019 Neural Networks IV: Hyperparameter Optimization PDF