Labs: Inference (First half semester)#
- Lab 11: Introduction to scikit-learn
- Lab 12: Regression I: Linear Models
- Lab 13: Regression II: Gaussian Process and Cross Validation
- Lab 14: Classification I: Prediction and Probability Calibration
- Lab 15: Classification II: Decision Trees and Ensemble Methods
- Lab 16: Classification III: Neural Networks and Deep Learning
- Lab 17: Density Estimation and Clustering
- Lab 18: Dimensionality Reduction