From Data Science to Learning Machines and Big Data
Course based on ‘The Big R-Book’
Philippe J.S. De Brouwer
updated: 2024-01-16
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 | Click
here for Zoom call (meeting ID: 930 7389 7890 with
passcode: 867149) |
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 | ethics and data + project |
| 2024-01-12 | 9:45–11:15 | 211 C7 | test presentations + feedback + improvement plan OR EXAM? |
| 2024-01-19 | 9:15–11:15 | Meeting ID: 990 5570 6751 Passcode: 738289 Join Now: https://hsbc.zoom.us/j/99055706751?pwd=ZHJ4Y0c3WVhkY3A1dFdXWEdTRmFGZz09 |
Exam (your presentations) |