2020 Academic Year Undergraduate Course Requirement - Artificial Intelligence

Course Year and Semester Units in each Semester Units Total Units
Required Core Course
Chinese Freshman Fall and Spring 2 - 2 4 14
Freshman English 3 - 3 6
Sophomore English Sophomore Fall and Spring 2 - 2 4
Military Training   0 0
Freshman PE   0 0
Sophomore PE   0 0
Labor Program   0 0
Required GE
Humanities
Need choose one of Humanities,Social Science,Natural Science and Logic Thinking and Basic Programming

At least 14 units
14
Social Science
Natural Science
Civilization and Classic
Leadership and Ethics
Logic Thinking and Basic Programming
Interdisciplinary and Multi-faceted Issues
Department Required
Calculus A (I) Freshman Fall 3 - 0 3 54
Discrete Mathematics 3 - 0 3
Introduction to Computer Science 3 - 0 3
Programming in Python 3 - 0 3
Design and Implementation in Artificial Intelligence (Part 1) Freshman Spring 0 - 3 3
Calculus A (II) 0 - 3 3
Probability and Statistics 0 - 3 3
Linear Algebra 0 - 3 3
Data Structures Sophomore Fall 3 - 0 3
Introduction to Machine Learning 3 - 0 3
Systems Programming Sophomore Spring 0 - 3 3
Computer Networks 0 - 3 3
Foundation of Deep Learning 0 - 3 3
Collegiate Programming Examination(CPE) 0 - 1 1
Computer Organization Junior Fall 3 - 0 3
Data Base System 3 - 0 3
Algorithms 3 - 0 3
Operating System Junior Spring 0 - 3 3
Practice of Projects in Computer Engineering Senior Fall 2 - 0 2
Department Required to Choose
C++ Programming Language Freshman Spring 0 - 3 3 23
(Must choose before graduate)
Design and Implementation in Artificial Intelligence (Part 2) Sophomore Fall 3 - 0 3
Introduction to Regression Analysis 3 - 0 3
Natural Language Processing 3 - 0 3
Data Analysis and Data Engineering Sophomore Spring 0 - 3 3
Advanced Deep Learning Junior Fall 3 - 0 3
Compiler Junior Spring 0 - 3 3
Seminar 0 - 2 2
Department Elective
Artificial Intelligence Applications to Cybersecurity First Semester 3 - 0 3  
Kaggle cases and problem solving skills 3 - 0 3
Regression Analysis Technology and Application 3 - 0 3
Decision Support and AI 3 - 0 3
Advanced Algorithm 3 - 0 3
Web Programming 3 - 0 3
Software Project Management 3 - 0 3
Linux Operating System 3 - 0 3
Reinforcement Learning 3 - 0 3
AI innovation and implementation Second Semester 0 - 3 3
Image and video processing applications (OpenCV cross-platform computer vision library) 0 - 3 3
Enterprise AI Cases and Implementation 0 - 3 3
Smart Manufacturing and Practices Utilizing AI Automation 0 - 3 3
Cloud Computing 0 - 3 3
Human Factor Engineering 0 - 3 3
Regression Analysis Technology and Application
0 - 3 3
Total Units
Required Unit(Including required core, GE and department required courses) 82
Elective Units 46 Need to include 36 units from department electives.
Graduate Units(Including required and elective units) 128  


Direction:

1. This schedule is for 2020 academic year freshman.