Akademik Dersler - İçerik

Weeks	Topics
Week - 1	Introduction to Machine Learning
Week - 2	Linear Regression Model
Week - 3	Variable Selection and Regularization
Week - 4	Cross-Validation and Model Evaluation
Week - 5	Supervised Learning Methods
Week - 6	Logistic and Ordered Regression Models
Week - 7	k-nearest Neighbors Algorithm
Week - 8	Decision Trees
Week - 9	Ensemble Learning Methods
Week - 10	Random Forests
Week - 11	Unsupervised Learning Methods
Week - 12	k-means Algorithm
Week - 13	Principal Component Analysis
Week - 14	Project Presentations