Date |
Topic |
Video |
February 7, 8, 9 & February 14, 15, 16 |
No lab in the first two weeks. Lab time will be used to conduct review classes. For details, please refer to the announcement section. |
February 21 |
Lab 1: NumPy |
Here |
March 1 |
Lab 2: Naive Bayes Classifier |
Here |
March 8 |
Lab 3: K-Nearest Neighbors |
Here |
March 15 |
Lab 4: K-Means Clustering |
Here |
March 21 |
Lab 5: Simple Perceptron |
Here |
April 6 |
Lab 6: Multilayer Perceptron |
Here |
April 20 |
Lab 7: Digital Image Processing |
Here |
April 25 |
Lab 8: Convolutional Neural Network |
Here |
May 4 |
Lab 9: Minimax and Alpha-Beta Pruning |
Here |