sap course 1429204440

Course Code & Number:

CMPE 321

Course Title:

Artificial Intelligence

Level of Course:

BS

Credits:

(3+0+0) 3 TEDU Credits, 5 ECTS Credits

Catalog Description:

History. Programming languages for AI. Introduction to Lisp programming. Problem solving with computers. Search strategies, game playing. Knowledge and reasoning. Knowledge representation. First-order logic, inference. Learning, inductive and statistical learning methods, Robotics systems.

Pre-requisites & Co-requisites:

Pre-requisites: NONE
Co-requisites: NONE
Grading: 

Mid-terms - 30% 
Quizzes and Homeworks - 30% 
Final - 40%

Semester: 
Fall
Mode of Delivery: 
Face-to-face
Language of Instruction: 
English
Course Type: 
Elective
Required Reading: 
1. Stuart Russell, Peter Norvig, Artificial Intelligence: A Modern Approach, 3rd Edition, Prentice H
Course Objective: 

The objective of this course is to introduce the fundamental concepts of artificial intelligence and to explain how to use these concepts in solving problems.

Extended Description: 

History. Programming languages for AI. Introduction to Lisp programming. Problem solving with computers. Search strategies, game playing. Knowledge and reasoning. Knowledge representation. First-order logic, inference. Learning, inductive and statistical learning methods. Robotics systems.

Learning Outcomes: 

Upon succesful completion of this course, a student will be able to
1. Develop programs in LISP
2. Understand different search strategies
3. Understand the concepts of knowledge and reasoning
4. Model problems using first order logic
5. Analyze inferences and argumentations
6. Understand how machine learning works
7. Understand the fundamentals of robotic and expert systems

Planned Learning Activities and Teaching Methods: 
Telling/Explaining
Discussion/Debate
Questioning
Reading
Problem Solving
Assessment Methods and Criteria: 
Test / Exam
Quiz/Homework

Student Workload:

Quizzes /Homeworks
30 hrs
hrs
Midterm Exam 1
20 hrs
hrs
Final Exam
30 hrs
hrs
Others
70 hrs
hrs

Prepared By:

Revised By:

sap_editor