Class Information

Instructor:  Phillip C-Y. Sheu, Email: transls@uci.edu

Hours & Location: TuTh 3:30 - 4:50 pm, Virtual

Office Hour:  Tu 6:30 - 7:30 pm (Zoom)

TA: Kyle Li (haosongl@uci.edu, Virtual, OH: Th 9-11am), Jimmy Shih (hsiangss@uci.edu, Virtual, OH: F 8-10am, Registration Link)

Website: https://semanticcomputing.wixsite.com/eecs118

Prerequisites: data structure, Java/Python programming

Text:  Nils J. Nilsson, Artificial Intelligence – A New Synthesis, Morgan Kaufmann Publishers, Inc., 1998.

Grading: Homework Assignments (10%), Term Project (40%), Midterm (20%), Final (30%)

Exams:  Midterm – Thursday 11/12 during class;  Final – Tue, 12/15, 4:00-6:00 pm

 

Course Outline

1. Data Engineering

2. Data Science and Machine Learning

3. Propositional Calculus 

4. Predicate Calculus 

5. Reasoning  

6. Situation Calculus and Planning 

7. Logic Programming and Software Engineering

8. Search 

9. Humanized Computing  

10. Semantic Computing

11. Interdisciplinary AI and Applications

12. Advanced Topics in AI

 

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