Course Resources (including syllabus)
YSCEC (yscec.yonsei.ac.kr)
Google Forum since 2020
Summary
This course is offered to HASS (esp., CTM) students. In this course, students will learn what computer is and how it is used today. The main goal of this course is to make students familiar with a computer.
Content
Information Technology
Basics
Complexity
Strategy (Iteration and Recursion, Brute Force, Backtracking, Heuristics, Divide and Conquer, Dynamic Programming, Branch and Bound)
Data
Algorithms (Sorting, Searching, Graph)
Algorithms (Operations Research)
Database
Computers
Programming
Helpful Book:
Filho, W. (2018). Computer science distilled : learn the art of solving computational problems. Code Energy LLC, Las Vegas Nevada. (Korean: 한 권으로 그리는 컴퓨터과학 로드맵)
Helpful Courses in UIC:
RDQM
Programming for Everybody
Helpful Movie in UIC:
Movie "Snowden" (2017)
Delivery
Online Classroom
Students will use a textbook and references
Office hour
Location: Zoom meeting room
Time: TBA
Reservation is REQUIRED
A student who would like to participate in MUST fill out a form that TA provides, at least 24 hrs before the office hour.
* Form: TBA (Yonsei account only)
If a student who makes a reservation does no-show, the student will not have a chance to have another office hour during this semester.
When you contact me, use e-mail only please.
Grading Policy
The grade will be given by the following equation: (Class attendance ratio) × (7 Assignments+ Midterm exams + Final exam + Final paper)
7 assignments per every other week (70%; 10% per each)
(a) Make a summary of a series of videos
(b) Submission
Soft copy: Submit the soft copy of your homework before the first class of a week.
(c) If you submit none or a document with irrelevant content, you will get nothing.
(d) NO LATE SUBMISSION
1 midterm exam (14%)
Short answers/essays
1 final exam (11%)
Short answers/essays
1 final report (5%)
Analyze an issue/argument
Reference papers will be given
*** NO LATE SUBMISSION ALLOWED
**** NO EXTRA CREDIT ALLOWED
Class Attendance (100% e-attendance-absence recording systems; attendance check in zoom meeting)
Any student who is absent greater than or equal to 1/3 class hours out of the REAL class hours will be given “F” grade. The class attendance ratio of a student is given by the student’s attending hours out of REAL class hours.
Only the following three conditions are considered for waiving each class attendance: 1) serious injury or disease with medical doctor’s official statement; 2) family mourning. Any misconduct will result in F.
Misconducts
(a) If you hire someone to do your homework or paper,
(b) If you share course materials including lecture notes, your grades, your homeworks and papers with others,
(c) If you are absent more than 1/3 of class hours,
you will get F and you will have to ask your academic adviser to write a letter that s/he knows your misconduct and give detailed advice to you.
Grade table: If your total score is in
[95, 100] A+
[90, 95) A0
[80, 90) A-
[75, 80) B+
[70, 75) B0
[60, 70) B-
[55, 60) C+
[50, 55) C0
[40, 50) C-
[0, 40) F
Course Resources (including syllabus)
YSCEC (yscec.yonsei.ac.kr)
Summary
IT Foundation
Content
Knowing my new friend, a computer
How computers work
How computers think
Understanding Artificial Intelligence, Machine Learning/Deep Learning, Data Mining, Data Science, Big Data in perspective of Business
Experiencing ML using AutoML
Experiencing ML using Python (Classification only)
Writing a Research Paper which Involves Classification
Collecting Data for Your Research
New issues in IT Business
Books on the Following Topics will be Helpful:
Introduction to Computer Science
Introduction to Machine Learning or Data Mining
Python Programming
Research Design and Methodology
Helpful Courses in UIC:
RDQM
Programming for Everybody