Hours & Location: TuTh 5:00- 6:20 pm, Virtual
Instructor: Phillip C-Y. Sheu, transls@uci.edu
Website: https://semanticcomputing.wixsite.com/eecs221
Office Hour: Mon 5:30 - 6:30 pm (Virtual)
Course Description: Data Engineering and Advanced Topics. Knowledge Representation and Reasoning. Problem Solving. Knowledge-based Systems. Modern AI. Advanced Topics in AI and Applications.
Prerequisites: EECS 114 or ENGRECE 144 or I&C SCI 23 or CSE 23
Text Books: (1) Nils J. Nilsson, Artificial Intelligence – A New Synthesis, Morgan Kaufmann Publishers, Inc., 1998.
(2) Database System Concepts, H.F. Korth, A. Silberschatz, and S. Sudarshan, Sixth Edition, McGraw-Hill, 2010
Exams: Midterm – Thursday 11/12 during class; Final – Thu, 12/17, 4:00-6:00 pm
Course Outline
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Introduction
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Relational Data Model and SQL
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Database Management System
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Decision Support System
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Data Mining and Applications
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Parallel and Distributed Database Systems
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Advanced Topics in Data Engineering
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Knowledge Representation and Reasoning
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Logic Programming and Deductive Database
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Knowledge-Based Systems
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Advanced Topics in Artificial Intelligence
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Interdisciplinary AI
Grading: Homework Assignments (10%), Term Project (40%), Midterm (20%), Final (30%)