Jupyter Notebooks
Download notebook files to run in your local environment or Google Colab. Login required for download.
Free Notebooks (14)
| # | Topic | Dataset | Download |
|---|---|---|---|
| 01 | ML Pipeline | Titanic | |
| 02 | Linear Regression | California Housing | |
| 03 | Logistic Regression | Breast Cancer | |
| 04 | Decision Tree | Iris, Wine | |
| 05 | Ensemble Methods | - | |
| 06 | Feature Engineering | Titanic + California | |
| 07 | Clustering | - | |
| 08 | Dimensionality Reduction | - | |
| 09 | Anomaly Detection | - | |
| 10 | Imbalanced Data | - | |
| 11 | Time Series | - | |
| 12 | Neural Network | - | |
| 13 | CNN | - | |
| 14 | NLP | - |
Premium Notebooks
Practice
TODO-style practice problems for each topic. Learn by filling in the code yourself.
Solutions
Complete solutions for practice problems. Reference when you get stuck.
Interviews
- Theory 50 - 50 theory questions
- Coding 33 - 33 coding problems
- Case Study 22 - 22 business case studies
- Mock Interviews 30 - 30 mock interview scenarios
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