Akademik Dersler - İçerik

Weeks	Topics
Week - 1	Introduction to machine learning
Week - 2	Data preprocessing
Week - 3	Supervised learning algorithms
Week - 4	Decision trees
Week - 5	Model Selection and Evaluation Metrics
Week - 6	Regression Analysis
Week - 7	Logistic Regression
Week - 8	Unsupervised Learning Algorithms
Week - 9	Principal Component Analysis and Dimension Reduction
Week - 10	Artificial Neural Networks
Week - 11	Deep Learning
Week - 12	Convolutional Neural Networks
Week - 13	Image processing
Week - 14	Natural Language Processing 15-Application