| 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 |