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| Titre | Date | Durée | |
|---|---|---|---|
| 01 - Stanford CS229: Machine Learning Course | 13 Jul 2022 | 01:15:19 | |
01 - Stanford CS229: Machine Learning Course | |||
| 02 - Linear Regression & Gradient Descent | 13 Jul 2022 | 01:18:16 | |
02 - Linear Regression & Gradient Descent | |||
| 03 - Locally Weighted & Logistic Regression | 13 Jul 2022 | 01:19:34 | |
03 - Locally Weighted & Logistic Regression | |||
| 04 - Perceptron & Generalized Linear Model | 13 Jul 2022 | 01:22:01 | |
04 - Perceptron & Generalized Linear Model | |||
| 05 - GDA & Naive Bayes | 13 Jul 2022 | 01:18:51 | |
05 - GDA & Naive Bayes | |||
| 06 - Support Vector Machines | 13 Jul 2022 | 01:20:56 | |
06 - Support Vector Machines | |||
| 07 - Kernels | 13 Jul 2022 | 01:20:24 | |
07 - Kernels | |||
| 08 - Data Splits, Models & Cross-Validation | 13 Jul 2022 | 01:23:25 | |
08 - Data Splits, Models & Cross-Validation | |||
| 09 - Approx/Estimation Error & ERM | 13 Jul 2022 | 01:26:02 | |
09 - Approx/Estimation Error & ERM | |||
| 10 - Decision Trees & Ensemble Methods | 13 Jul 2022 | 01:20:40 | |
10 - Decision Trees & Ensemble Methods | |||
| 11 - Introduction to Neural Networks | 13 Jul 2022 | 01:20:13 | |
11 - Introduction to Neural Networks | |||
| 12 - Backprop & Improving Neural Networks | 13 Jul 2022 | 01:16:37 | |
12 - Backprop & Improving Neural Networks | |||
| 13 - Debugging ML Models & Error Analysis | 13 Jul 2022 | 01:18:54 | |
13 - Debugging ML Models & Error Analysis | |||
| 14 - Expectation-Maximization Algorithms | 13 Jul 2022 | 01:20:30 | |
14 - Expectation-Maximization Algorithms | |||
| 15 - EM Algorithm & Factor Analysis | 13 Jul 2022 | 01:19:47 | |
15 - EM Algorithm & Factor Analysis | |||
| 16 - Independent Component Analysis & RL | 13 Jul 2022 | 01:18:09 | |
16 - Independent Component Analysis & RL | |||
| 17 - MDPs & Value/Policy Iteration | 13 Jul 2022 | 01:19:13 | |
17 - MDPs & Value/Policy Iteration | |||
| 18 - Continuous State MDP & Model Simulation | 13 Jul 2022 | 01:20:14 | |
18 - Continuous State MDP & Model Simulation | |||
| 19 - Reward Model and Linear Dynamical Systems | 13 Jul 2022 | 01:21:06 | |
19 - Reward Model and Linear Dynamical Systems | |||
| 20 - RL Debugging and Diagnostics | 13 Jul 2022 | 01:12:42 | |
20 - RL Debugging and Diagnostics | |||
| CS 229 - Lec. 12 | 06 Dec 2019 | 01:14:22 | |
CS 229 - Lec. 12 | |||
| CS 229 - Lec. 11 | 06 Dec 2019 | 01:22:18 | |
CS 229 - Lec. 11 | |||
| CS 229 - Lec. 10 | 06 Dec 2019 | 01:12:55 | |
CS 229 - Lec. 10 | |||
| CS 229 - Lec. 9 | 06 Dec 2019 | 01:14:18 | |
CS 229 - Lec. 9 | |||
| CS 229 - Lec. 8 | 06 Dec 2019 | 01:17:18 | |
CS 229 - Lec. 8 | |||
| CS 229 - Lec. 7 | 06 Dec 2019 | 01:15:44 | |
CS 229 - Lec. 7 | |||
| CS 229 - Lec. 6 | 06 Dec 2019 | 01:13:08 | |
CS 229 - Lec. 6 | |||
| CS 229 - Lec. 5 | 06 Dec 2019 | 01:15:30 | |
CS 229 - Lec. 5 | |||
| CS 229 - Lec. 1 | 06 Dec 2019 | 01:08:39 | |
CS 229 - Lec. 1 | |||
| CS229 - Lec. 2 | 05 Dec 2019 | 01:16:15 | |
CS229 - Lec. 2 | |||
| CS229 - Lec. 4 | 05 Dec 2019 | 01:13:06 | |
CS229 - Lec. 4 | |||
| CS229 - Lec. 3 | 05 Dec 2019 | 01:13:13 | |
CS229 - Lec. 3 | |||