Algorithmic Machine Learning
Notes on the notebooks
- [Lecture 3+4] Recommender algorithm - Music recommendations
- [Lecture 5+6] Regression algorithm - Using Random Forests to predict Airplane Delays
- [Lecture 7+8] Estimating Financial Risk through Monte Carlo Simulation
- [Lecture 9+10] Anomaly Detection in Network Traffic with K-means clustering
- [Lecture 11+12] Analyzing Neuroimaging Data with PySpark and Thunder
Note: [Lecture 1+2] were just an introduction to the course with no notebook to complete.