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 (PCA) and Dimensionality Reduction
Week - 10	Artificial Neural Networks
Week - 11	Convolutional Neural Networks (CNNs)
Week - 12	Deep Learning
Week - 13	Image Processing
Week - 14	Natural Language Processing (NLP), application