程式設計與資料分析 Programming-and-Data-Analysis

授課老師：郭耀仁 TONY YAO-JEN KUO

https://github.com/datainpoint

學期：110-1

上課地點：臺大博雅202

上課時間：星期五 2,3,4 (9:10~12:10)

A6:量化分析與數學素養 Quantitative Analysis and Mathematics

課程進度：

第1週 9/24 Getting started with Python.

第2週 10/01 Functions and data types.

第3週 10/08 Data structures.

第4週 10/15 Flow of control.

第5週 10/22 Functions, classes and modules.

第6週 10/29 Python techniques.

第7週 11/05 Reading period.

第8週 11/12 Midterm.

第9週 11/19 Array computing with NumPy.

第10週 11/26 DataFrame wrangling with Pandas.

第11週 12/03 DataFrame wrangling with Pandas.(Cont'd)

第12週 12/10 Data visualization with Matplotlib.

第13週 12/17 Web scraping with Requests.

第14週 12/24 Project based learning: COVID19 data.

第15週 12/31 Project based learning: Taiwan Election data.

第16週 1/07 Reading period.

第17週 1/14 Final.

第18週 1/21 No class.

作業批改系統

1 Assignment 1 10% https://mybinder.org/v2/gh/datainpoint/asgmt-1-programming-and-data-analysis-ntu-fall-2021/HEAD

2 Assignment 2 10% https://mybinder.org/v2/gh/datainpoint/asgmt-2-programming-and-data-analysis-ntu-fall-2021/HEAD

3 Assignment 3 10% https://mybinder.org/v2/gh/datainpoint/asgmt-3-programming-and-data-analysis-ntu-fall-2021/HEAD

4 Midterm 20% https://mybinder.org/v2/gh/datainpoint/midterm-programming-and-data-analysis-ntu-fall-2021/HEAD

5 Assignment 4 10% https://mybinder.org/v2/gh/datainpoint/asgmt-4-programming-and-data-analysis-ntu-fall-2021/HEAD

6 Assignment 5 10% https://mybinder.org/v2/gh/datainpoint/asgmt-5-programming-and-data-analysis-ntu-fall-2021/HEAD

7 Assignment 6 10% https://mybinder.org/v2/gh/datainpoint/asgmt-6-programming-and-data-analysis-ntu-fall-2021/HEAD

8 Final 20%