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| Name | Last modified | Size | Description |
|---|---|---|---|---|
| Parent Directory | - | ||
| 01_Introduction.zip | 2025-01-21 21:02 | 32M | |
| 02_ProbabilityReview_V2.zip | 2025-01-21 21:03 | 19M | |
| 03_BayesianDecisionTheory1_V2.zip | 2025-01-21 21:03 | 15M | |
| 04_BayesianDecisionTheory2_V2.zip | 2025-01-21 21:03 | 12M | |
| 05_Density Estimation ML_V2.zip | 2025-01-21 21:04 | 9.1M | |
| 05_Naive Bayes.zip | 2025-01-21 21:04 | 923K | |
| 06_KNN & KD Estimation_V1.zip | 2025-01-21 21:04 | 4.0M | |
| 07_Linear Discriminant Functions.zip | 2025-01-21 21:04 | 8.3M | |
| 08_Introduction to Kernel Methods_V1.zip | 2025-01-21 21:04 | 1.3M | |
| 09_Linear Classifier.zip | 2025-01-21 21:05 | 5.4M | |
| 10_Regularization & Optimization.zip | 2025-01-21 21:05 | 3.5M | |
| 11_NeuralNetworks & BackProp.zip | 2025-01-21 21:05 | 4.6M | |
| 12_Convolutional Neural Networks_V1.zip | 2025-01-21 21:05 | 6.7M | |
| 13_SVM.zip | 2025-01-21 21:05 | 727K | |
| 14_Ensemble Methods.zip | 2025-01-21 21:05 | 2.0M | |