This repo includes Colab notebooks for classes and lab assignments for DSBA6211 (Advanced Business Analytics) Summer 2024 semester.
| Lecture | Lab | Lab Solution | Slides |
|---|---|---|---|
| 1: Ibis, pandas, SQL | lab 1 | lab 1 solution | |
| 2: scikit-learn | lab 2 | lab 2 solution | slides 2 |
| 3: credit scorecard modeling | lab 3 | lab 3 solution | slides 3 |
| 4: boosting trees | slides 4 | ||
| 5: text mining | lab 5 | lab 5 solution | |
| 6: prompt engineering | lab 6 | ||
| 8: forecasting (ARIMA) | lab 7 | lab 7 solution | slides 8 |
| 9: forecasting (Boosting) | lab 8 | ||
| 10: Bayesian marketing (CLTV) | no lab |