Akademik Dersler - İçerik

Weeks	Topics
Week - 1	Definition and history of the concept of artificial intelligence
Week - 2	Basic concepts related to artificial intelligence: intelligence, intelligent behavior, types of artificial intelligence
Week - 3	The importance of artificial intelligence applications in daily life and industry
Week - 4	Machine learning fundamentals, Supervised and unsupervised learning
Week - 5	Machine learning algorithms: decision trees, K-nearest neighbors, support vector machines
Week - 6	Deep learning and artificial neural networks, Convolutional neural networks and fully connected neural networks
Week - 7	Deep learning applications: image classification, natural language processing
Week - 8	Natural language processing and text classification
Week - 9	Image processing and recognition
Week - 10	Artificial intelligence application areas: healthcare, automotive, finance, education
Week - 11	Artificial intelligence ethical principles and concerns, Data-driven decision-making and ethical issues, The social impacts and responsibilities of artificial intelligence technologies
Week - 12	Security threats and vulnerabilities of artificial intelligence systems, Data privacy and security measures related to artificial intelligence, Artificial intelligence security solutions and applications
Week - 13	Students will develop a project using artificial intelligence techniques.
Week - 14	Project presentations and evaluations