Schedule
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 |