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%