Week 1 - Theoretical

Basic Concepts, History and Philosophy of Artificial Intelligence Historical Development

Week 2 - Theoretical

Early artificial intelligence studies (1) The first artificial neural network based computer SNARC (2) Artificial Intelligence Science and John McCARTHY (3) John HOPFIELD and David RUMELHART (4) Computer “Deep Blue

Week 3 - Theoretical

Approaches to the Industry 4.0/4th Industrial Revolution View

Week 4 - Theoretical

Leading Companies and Universities in Artificial Intelligence Studies in the World: USA, France and Switzerland.

Week 5 - Theoretical

An Overview of Artificial Intelligence Studies in Turkey

Week 6 - Theoretical

The Structure of the Human Mind and Fundamental Concepts of Artificial Intelligence a. The Human Brain: Its connectome structure and unprogrammed nature, its memory structure, and its experience-based developmental structure

Week 7 - Theoretical

b. Programming of artificial intelligence: Algorithmic Structure and Coding, Ability to transfer information holistically and memory structure, increasing the level of intelligence (1) Analytical Artificial Intelligence and Machine Learning (2) Human-Inspired Artificial Intelligence (3) Humanoid Artificial Intelligence

Week 8 - Theoretical

c. Big Data, Concept of Big Data (Midterm Exam)

Week 9 - Theoretical

d. Weak and Strong Artificial Intelligence Approaches e. Artificial Intelligence Dialogue Systems

Week 10 - Theoretical

Explaining the Basic Types of Artificial Intelligence, Especially Machine Learning, Deep Learning, Neural Networks and Algorithms, and Their Differences from Each Other

Week 11 - Theoretical

a. Debates on the Ethical Status of Artificial Intelligence

Week 12 - Theoretical

b. The Possibility of Self-Consciousness in Artificial Intelligence (1) Will and Responsibility (2) Evaluation of Decision-Making Processes

Week 13 - Theoretical

Artificial intelligence engineering applications

Week 14 - Theoretical

Use and applications of artificial intelligence in other fields