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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

 

Beyond Classical Search - Local Search

Reading: Chapter 4.1 - 4.2

 


5. Week

Adversarial Search & Games

Reading: Chapter 5.1 - 5.5


6. Week

Midterm I


7. Week

Constraint Satisfaction Problems

Reading: Chapter 6


8. Week

Machine Learning - Part I

Reading: Chapter 18


9. Week

Machine Learning - Part II

Reading: Chapter 18


10. Week

Machine Learning - Part III

Reading: Chapter 18


11. Week

Midterm II


12. Week

Knowledge-Based Agents

Reading: Chapter 7, 8, 9


13. Week

AI Applications: NLP


14. Week

AI Applications: Deep Learning


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