Below are the lectures from the 2016-2017 school year.

Date Lecture Notes Competition Data
11/16/16 Introduction N/A N/A N/A
11/30/16 Naive Bayes N/A N/A N/A
12/07/16 Review Naive Bayes, Decision Trees N/A N/A N/A
12/14/16 Decision Trees Code Classifying Liver Disorders Data
01/11/17 Support Vector Machines Code Classifying Breast Cancer Tumors Data
01/25/17 N/A Code Classifying Flowers Data
02/08/17 Neural Networks N/A Classifying MNIST Data MNIST
02/15/17 Neural Networks Pt 2 Code Challenge Instructions Mushrooms: Poisonous or Not Mushroom Data
02/22/17 Deep Learning N/A N/A N/A
03/01/17 N/A N/A Kaggle: March Madness N/A
03/08/17 N/A N/A Kaggle: March Madness Sample Code
03/29/17 The Math of Machine Learning N/A N/A Regression Data
04/19/17 Reinforcement Learning N/A World File Learning Template
04/26/17 Recurrent Neural Networks N/A LSTM N/A