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BIM309 - Artificial Intelligence

Instructor: Res.Asst.Dr.Burcu YÜREKLİ YILMAZEL
Teaching Assistants:
Course Book: "Artificial Intelligence: A Modern Approach" (3rd edition), Stuart Jonathan Russel and Peter Norvig, 2010
Grading:
Other Resources:
Course Outline:
1. Week

Introduction to Artificial Intelligence

Reading: Chapter 1


2. Week

Intelligent Agents

Reading: Chapter 2


3. Week

Solving Problems by Searching - Uninformed Search

Reading: Chapter 3.1 - 3.4


4. Week

Solving Problems by Searching - Heuristic Search

Reading: Chapter 3.5 - 3.7


5. Week

6. Week

Midterm I


7. Week

Beyond Classical Search - Local Search

Reading: Chapter 4


8. Week

Adversarial Search & Games

Reading: Chapter 5


9. Week

Constraint Satisfaction Problems

Reading: Chapter 6


10. Week

Machine Learning - Part I


11. Week

Midterm II


12. Week

Machine Learning - Part II


13. Week

Knowledge-Based Agents

Reading: Chapter 7, 8, 9


14. Week

AI Applications: Deep Learning


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