From Data Science to Learning Machines and Big Data
Course based on ‘The Big R-Book’
Philippe J.S. De Brouwer
updated: 2023-10-22
Course Plan
| Date | AM/PM | Room | Content |
|---|---|---|---|
| 2023-10-06 | 9:45–11:15 | 211 C7 | agreements: slides and Introduction: history of innovation |
| 2023-10-13 | – | – | no course |
| 2023-10-20 | 9:45–11:15 | 211 C7 | starting with R |
| 2023-10-26 | 9:45–11:15 | 211 C7 | Automated Reporting and R-Markdown |
| 2023-11-03 | – | – | no course |
| 2023-11-10 | 9:45–11:15 | 211 C7 | building models: linear and logistic regressions in R + performance of classification models |
| 2023-11-17 | – | – | no course |
| 2023-11-24 | 9:45–11:15 | 211 C7 | building models: cross validation |
| 2023-12-01 | 9:45–11:15 | 211 C7 | building models: Machine learning (decision tree + random forest) |
| 2023-12-08 | 9:45–11:15 | 211 C7 or online? | building models: Machine learning (svn + neural networks) |
| 2023-12-15 | 9:45–11:15 | 211 C7 | project based learning |
| 2023-12-22 | – | — | no course: winter break |
| 2024-01-05 | 9:45–11:15 | 211 C7 | database systems + project |
| 2024-01-12 | 9:45–11:15 | 211 C7 | mock-up exam + feedback + improvement plan |
| 2024-01-19 | 9:15 – 12:00 | HSBC | Exam (your presentations) + (optional) lunch |
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