Resources for IFQ619 - Data Analytics for Strategic Decision Makers (online)
| Module | Description | Files |
|---|---|---|
| 1 | The Data Analytics Cycle | module1.ipynb, module1-exercises.ipynb |
| 2 | Data Structures | module2.ipynb, module2-exercises.ipynb |
| 3 | Structured Data Analytics | module3.ipynb, module3-exercises.ipynb |
| 4 | Unstructured and Semi-structured Analytics | module4.ipynb, module4-exercises.ipynb |
| 5 | Bayesian Analysis | module5.ipynb, module5-exercises.ipynb |
| 6 | Topic Modelling | module6.ipynb, module6-exercises.ipynb |
| 7 | Data Ethics and FAT analytics | module7.ipynb, module7-exercises.ipynb |
| 8 | ML, XAI and data analytics | module8.ipynb, module8-exercises.ipynb |