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Analytic Programming

General Information

  • Pre-requisites: None
  • Institute: National Taiwan University
  • Department: Center of General Education
  • Semester: Spring, 2021
  • Instructor: Kuo, Yao-Jen yaojenkuo@ntu.edu.tw

About me: https://www.datainpoint.com

Logistics

Grading Policy

  • Submit your .ipynb to CEIBA https://ceiba.ntu.edu.tw/index.php in time to avoid penalty.
  • Late submission applies a penalty discount according to the table below and it also applies to Midterm/Final.
Task Percentage Penalty
Midterm A Midterm B 15% 0.8
Final 25% 0.6
Homework 1 10% 1
Homework 2 10% 0.8
Homework 3 10% 0.8
Homework 4 10% 0.6
Homework 5 10% 0.6
Homework 6 10% 0.6

Upcoming deadlines

  • 2021-05-07 20:59:59 Homework 4 submission.
  • 2021-05-21 20:59:59 Homework 5 submission.
  • 2021-06-11 20:59:59 Homework 6 submission.
  • 2021-06-18 07:59:59 - 13:59:59 Final.
  • 2021-06-25 23:59:59 End of semester.

Calendar

Course video playlist: https://youtube.com/playlist?list=PLEq7iw5uOtuWxDsJNA6KsoIpZe9ZoIehk

Date Slides Homework Due
2021-02-26 Introduction
2021-03-05 Getting Started with Python
2021-03-12 Data Structures in Python
2021-03-19 Flow of Control in Python Homework 1
2021-03-26 Being Functional with Python
2021-04-02 No Class, Children's Day Homework 2
2021-04-09 Being Object-oriented with Python
2021-04-16 Modules and Libraries in Python Homework 3
2021-04-23 Midterm A
2021-04-24 Midterm B
2021-04-30 Array Computing with NumPy
2021-05-07 DataFrame Wrangling with Pandas Homework 4
2021-05-14 DataFrame Wrangling with Pandas
2021-05-21 Data Visualization with Matplotlib Homework 5
2021-05-28 Web Scraping with Requests and BeautifulSoup4
2021-06-04 TBD
2021-06-11 No Class, Reading period Homework 6
2021-06-18 Final
2021-06-25 No Class

How to transform slides.html to PDF format?

  • Add ?print-pdf at the end of slides.html making it slides.html?print-pdf and press enter
  • File > Print... > Save as PDF

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Analytic programming at NTU, Spring, 2021.

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