-- Main.gomeshe - 23 Feb 2024
| Week | Lecturer | Num | Topic | Date | Material |
|---|---|---|---|---|---|
| 1 | Heitor | 1 | Introduction | 2024-02-27 | |
| Heitor | 2 | Machine Learning: Paradigms, Supervised Learning and Evaluation | 2024-02-29 | ||
| Heitor | Tutorial 1 | 2024-03-01 | |||
| 2 | Heitor | 3 | Machine Learning: K-Nearest Neighbours and K-fold Cross Validation | 2024-03-05 | |
| Heitor | 4 | Machine Learning: Decision Trees | 2024-03-07 | ||
| Heitor | Tutorial 2 | 2024-03-08 | |||
| 3 | Heitor | 5 | Machine learning: Ensemble learning | 2024-03-12 | |
| Heitor | 6 | Machine learning: Clustering | 2024-03-14 | ||
| Heitor | Tutorial 3 | 2024-03-15 | |||
| 4 | Heitor | 7 | Search (1/2): Search Algorithms | 2024-03-19 | |
| Heitor | 8 | Search (2/2): Search Algorithms | 2024-03-21 | PDF, gifs | |
| Heitor | Tutorial 4 | 2024-03-22 | |||
| 5 | Bastiaan | 9 | Probability Basics | 2024-03-26 | |
| Bastiaan | 10 | Neural Networks | 2024-03-28 | ||
| -- | No tutorial (Good Friday) | 2024-03-29 | |||
| Trimester Break | 01/04/2023 until 12/04/2023 | ||||
| 6 | Bastiaan | 11 | Neural Networks | 2024-04-16 | |
| Bastiaan | 12 | Neural Networks | 2024-04-18 | ||
| Bastiaan | Tutorial 6: probability | 2024-04-19 | |||
| 7 | Bastiaan | 13 | Tutorial 7: neural networks | 2024-04-23 | |
| -- | -- | No lecture (Anzac Day) | 2024-04-25 | ||
| Bastiaan | Reasoning Under Uncertainty: Naive Bayes | 2024-04-26 | |||
| 8 | Bastiaan | 14 | Reasoning Under Uncertainty: Bayesian Network 1 | 2024-04-30 | |
| Bastiaan | 15 | Reasoning Under Uncertainty: Bayesian Network 2 | 2024-05-02 | ||
| Bastiaan | Tutorial 8 | 2024-05-03 | |||
| 9 | Aaron | 16 | Planning and Scheduling: Classical Planning | 2024-05-07 | |
| Aaron | 17 | Planning and Scheduling: From Planning to Scheduling | 2024-05-09 | ||
| Aaron | Tutorial 9 | 2024-05-10 | |||
| Example Python notebook file | notebook | ||||
| 10 | Aaron | 18 | Planning and Scheduling: Dynamic Scheduling | 2024-05-14 | PDF, notebook |
| Aaron | 19 | Planning and scheduling: Routing | 2024-05-16 | PDF, notebook | |
| Aaron | Tutorial 9 | 2024-05-17 | |||
| 11 | Aaron | 20 | Evolutionary Computation (1): Evolutionary Computation and Learning | 2024-05-21 | |
| Aaron | 21 | Evolutionary Computation (2): Genetic Programming | 2024-05-23 | ||
| Aaron | Tutorial 10 | 2024-05-24 | |||
| 12 | 22 | Overview, Other Topics and Other Information (Part 1) | 2024-05-28 | ||
| 23 | Overview, Other Topics and Other Information (Part 2) | 2024-05-30 | |||
| Course Review | 2024-05-31 | ||||
| I | Attachment | Action | Size | Date | Who | Comment |
|---|---|---|---|---|---|---|
 pdf |
lec09-ProbabilityBasics.pdf | manage | 1 MB | 25 Apr 2024 - 17:55 | Main.bastiaan | |
| pdf |
lec10-perceptron.pdf | manage | 1 MB | 29 Mar 2024 - 11:51 | Main.bastiaan | |
| pdf |
lec11-BP.pdf | manage | 1008 K | 17 Apr 2024 - 17:44 | Main.bastiaan | |
| pdf |
lec12-NE.pdf | manage | 1 MB | 21 Apr 2024 - 12:49 | Main.bastiaan | |
| pdf |
lec13-NaiveBayes.pdf | manage | 1 MB | 27 Apr 2024 - 14:19 | Main.bastiaan | |
| pdf |
lec14-BayesianNetworks.pdf | manage | 1 MB | 01 May 2024 - 22:59 | Main.bastiaan | |
| pdf |
lec15-BayesianNetworks_building.pdf | manage | 1 MB | 02 May 2024 - 11:42 | Main.bastiaan | |
 pptx |
lec15-BayesianNetworks_building.pptx | manage | 2 MB | 27 Apr 2024 - 14:20 | Main.bastiaan | |
| pdf |
tutorial06.pdf | manage | 220 K | 19 Apr 2024 - 22:52 | Main.bastiaan | |
| pdf |
tutorial07.pdf | manage | 166 K | 23 Apr 2024 - 10:31 | Main.bastiaan | |
| pdf |
tutorial08.pdf | manage | 59 K | 28 Apr 2024 - 10:30 | Main.bastiaan |