yaojenkuo / viz-and-modern-ds-ntu-2021

Visualization and Modern Data Science, NTU, 2021

Visualization and Modern Data Science

General Information

• Pre-requisites: None
• Institute: National Taiwan University
• Department: Business Administration
• Semester: Spring, 2021
• Instructor: Kuo, Yao-Jen [e-mail]

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

Logistics

• Contact me: 耀仁 [e-mail]
• Contact TA: 增恩 [e-mail]
• Schedule: Friday, 14:20-17:20
• Location: 管一 405

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.
  • Attach your late submission file and send to TA 增恩 [e-mail], cc 耀仁 [e-mail].
  • All late submissions MUST be sent before the end of semester: 2021-06-25 23:59:59.

Task		Percentage	Penalty
Midterm		15%	0.8
Final(link to JupyterHub)	Final(link to non-persistent BinderHub)	25%	0.6
Homework 1		10%	0.8
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 09:00:00 - 20:59:59.
  • Final(link to JupyterHub)
  • Final(link to non-persistent BinderHub)
• 2021-06-25 23:59:59 End of semester.

Calendar

Course video playlist: https://youtube.com/playlist?list=PLEq7iw5uOtuXIIfCpQoUwUow1SVD_NZrM

Date	Slides	Homework Due
2021-02-26	Introduction
2021-03-05	Getting Started with Tableau
2021-03-12	Creating a Dashboard with Tableau
2021-03-19	Getting Started in SQL	Homework 1
2021-03-26	Basic Queries in SQL
2021-04-02	No Class, Children's Day	Homework 2
2021-04-09	Advanced Queries in SQL
2021-04-16	Getting Started with Python	Homework 3
2021-04-23	Midterm
2021-04-30	Data Structures in Python
2021-05-07	Flow of Control in Python	Homework 4
2021-05-14	Being Functional and Object-Oriented with Python
2021-05-21	Array Computing with NumPy	Homework 5
2021-05-28	DataFrame Wrangling with Pandas
2021-06-04	DataFrame Wrangling with Pandas
2021-06-11	No Class, Reading period	Homework 6
2021-06-18	Final(link to JupyterHub)	Final(link to non-persistent BinderHub)
2021-06-25	No Class

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