週次

Week

課程主題

Topic

課程內容與指定閱讀

Content and Reading Assignment

教學活動與作業

Teaching Activities and Homework

學習投入時間

Student workload expectation

課堂講授

In-class Hours

課程前後

Outside-of-class Hours

1

Introduction, Install Python

(bring your laptop)

Teacher's materials

In class

3

1

2

Expression

Teacher's materials

In class

3

3

3

Function and Method

Teacher's materials

In class

3

3

4

Conditional Expression

Teacher's materials

In class

3

3

5

Loops and Iterations

Teacher's materials

In class

3

3

6

Strings

Teacher's materials

In class

3

3

7

Lists

Teacher's materials

In class

3

3

8

Dictionaries

Teacher's materials

In class

3

3

9

Tuples, Set, and Bool 

Teacher's materials

In class

3

3

10

Files

Teacher's materials

In class

3

3

11

Numpy

Teacher's materials

In class

3

3

12

Numpy

Teacher's materials

In class

3

3

13

Pandas

Teacher's materials

In class

3

3

14

Pandas

Teacher's materials

In class

3

3

15

Files in Pandas DataFrame

Teacher's materials

In class

3

3

16

Visualization (Seaborn)

Teacher's materials

In class

3

3

17

Final Exam

Teacher's materials

In class

3

3

18

Practice with practical cases

Teacher's materials

Quiz

40%

Final Exam  

40%

Homework

Class participation and others

20%

1. Participation

Those who miss a class more than four times will be given “Fail." If students are absent four times, they will receive F without a notification.

2. Small Quiz

This class does not have a written mid-term exam. Instead, at the beginning of each class, a small quiz will be provided for about 20 minutes. Questions will be given based on the materials taught in the previous week.

3. Final exam

The final exam is associated with coding with Python.