This houses all the practicals materials for cohort 7
The practicals will touch on different MLOps and will be held alongside classes each week.
| Week | Date | Topic | TAs |
|---|---|---|---|
| 1 | 4-Sep | Data Science Notebook Frameworks | Ojeifo Ozeigbe |
| 2 | 11-Sep | Recap on Task 1 | Azeez Oluwafemi, Akintunde Oladipo and Tejumade Afonja |
| 3 | 18-Sep | A web scraping task with basic intro first; Data Labelling Tools and Frameworks | Tejumade Afonja and Akintunde Oladipo |
| 4 | 25-Sep | Break (IndabaXNigeria Conference) |
- |
| 5 | 2-Oct | Intro to Pandas; Optimized computational Framework Part 1 (Pandas related) | - |
| 6 | 9-Oct | Industrial Strength Visualization libraries | - |
| 7 | 16-Oct | Intro to Numpy; Optimized computational Framework Part 2 (Numpy related) | - |
| 8 | 23-Oct | Outlier and Anomaly Detection | - |
| 9 | 30-Oct | Break |
- |
| 10 | 6-Nov | Intro to Sklearn | - |
| 11 | 13-Nov | Model and Data Versioning | - |
| 12 | 20-Nov | Feature Engineering Automation | - |
| 13 | 27-Nov | Model Serving and Monitoring | - |
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent