Akademik Dersler - İçerik

Weeks	Topics
Week - 1	Fundamentals of Machine Learning
Week - 2	Applications of Machine Learning
Week - 3	Training and Test Data
Week - 4	R Programming Language
Week - 5	Classification: k-nearest neighbours, Decision Trees
Week - 6	Classification: Decision Trees
Week - 7	Classification: Artificial Neural Networks
Week - 8	Simple Linear Regression and Multiple Regression
Week - 9	Classification and Regression-Based R Applications
Week - 10	Clustering: K-means and Hierarchical Clustering
Week - 11	Evaluation of Models
Week - 12	Random Forest
Week - 13	R Applications
Week - 14	Deep Learning