BSMM-8740: Data Analytic Methods & Algorithms
This page contains an outline of the topics, content, and assignments for the Fall 2025 semester. Note that this schedule will be updated as the semester progresses, with all changes documented here.
| Week | Date | Topic | Prepare | Slides | Lab | Lab Solution | Exam | Project | |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Wed, Sep 10 | Tidyverse, EDA & Git | π | π₯οΈ | |||||
| Lab 1 | π» | β | |||||||
| 2 | Wed, Sep 17 | The Recipes Package | π | π₯οΈ | |||||
| Lab 2 | π» | β | |||||||
| 3 | Wed, Sep 24 | Regression Methods | π | π₯οΈ | |||||
| Lab 3 | π» | β | |||||||
| 4 | Wed, Oct 01 | The TidyModels Framework | π | π₯οΈ | |||||
| Lab 4 | π» | β | |||||||
| 5 | Wed, Oct 08 | Classification & Clustering Methods | π | π₯οΈ | |||||
| Lab 5 | π» | β | β | ||||||
| 6 | Wed, Oct 22 | Time Series Methods | π | π₯οΈ | |||||
| Lab 6 | π» | β | |||||||
| 7 | Wed, Oct 29 | Causality: DAGs | π | π₯οΈ | |||||
| Lab 7 | π» | ||||||||
| 8 | Wed, Nov 05 | Causality: Methods | π | π₯οΈ | |||||
| Lab 8 | β | ||||||||
| 9 | Wed, Nov 12 | Monte Carlo Methods | π | π₯οΈ | |||||
| Lab 9 | β | ||||||||
| 10 | Wed, Nov 19 | Bayesian methods | π | π₯οΈ | |||||
| Lab 10 | β | ||||||||
| 11 | Wed, Nov 26 | Advanced Topics [DRAFT STAGE] | π | π₯οΈ | |||||
| Lab 11 | β | ||||||||
| 12 | Wed, Dec 03 | Final Exam | π | π₯οΈ | |||||
| Lab 12 | β |