CS 383 Machine Learning @ Drexel winter 2017
- Visualizing Data
- Dimensionality Reducing (PCA)
- Clustering using k-means
- Closed Form Linear Regression
- S-Folds Cross Validation
- Gradient Descent
- k-Nearest Neighbors
- Support Vector Machines
- Multi-Class Support Vector Machines
- Artificial Neural Networks
- The Precision-Recall Tradeoff
- Multi-Class Artificial Neural Networks