Course Information

Undergraduate Program in Intelligent Computing and Big Data

Undergraduate Program in Intelligent Computing and Big Data
Course Information

Mandatory Courses

Mandatory	Subject		Credit	Subject		Credit
Basic Knowledge／6	English(I)&(II)		(1,1)	Environment Service-Learning(2 semesters)		(0,0)
	Practical English(I)&(II)		(1,1)	PE(I)&(II)		(0,0)
	English Listening(I)&(II)		(1,1)
General Education／16	GQ	Religion philosophy	2	GQ	Human philosophy	2
	EQ	Taiwan Politics and Democracy Law and The Modern Life Contemporary Human Rights Issues and Challenges Sociology of Everyday Life Big Issues of Globalization The World of Economics (Choose one from six, excess credits can be included in neither general education nor extended general.)	2	EQ	History of Regional Civilizations History of Cultures and Thoughts (Select one, excess credits can be included in neither general education nor extended general.)	2
	KQ	Computational thinking and programming	2	KQ	Introduction to Natural Science and Artificial Intelligence	2
	IQ	Chinese Literature Classics	2	IQ	Literacy and Rhetoric	2
Extended General Education elective ／16	GQ	At least 1 course	2	KQ	At least 1 course	2
	EQ	At least 1 course	2	IQ	At least 1 course	2
	Choose one from any		2	Choose one from any		2

Mandatory Courses: 69 Credits

Freshman｜1st Semester

Calculus(I)
3
General Physics
3
Introduction to Computer(I)
3
General Physics(I)
1

Freshman｜2nd Semester

Calculus(II)
3
Modern Physics
3
Introduction to Computer(II)
3
Linear Algebra
3

Sophomore | 1st Semester

Data Structure
3
Circuit Theory
3
Circuit Lab
1
Probability and Statistics
3
Engineering Mathematics(I)
3

Sophomore｜2nd Semester

Signals and Systems
3
Introduction to Artificial Intelligence
3
Data Mining
3

Junior｜1st Semester

Introduction to Machine Learning
3
Applied Statistics
3
Introduction of Quantum Computation and Quantum Information
3
Algorithms
3

Junior｜2nd Semester

Deep Learning
3
Social Network Analysis
3
Implement Quantum Computation
3
Capstone Project(I)
1
Seminar on Data and Computation(I)
1

Senior｜1st Semester

Capstone Project(II)
1
Seminar on Data and Computation(II)
1

Senior｜2nd Semester

Elective Courses: 15 Credits (Avaliable courses will be based on the courses offered each semester.)