Introduction to Machine Learning
- Introduction to Machine Learning
- Fundamentals of Statistical Methods
a. Probability Theory, Bayesian Statistics, Decision Theory - Supervised Learning
a. Linear Regression, Gaussian Discriminant Analysis, Logistic Regression, Support Vector Machines, Neural Networks - Unsupervised Learning
a. Dimensionality Reduction, Clustering