yaojenkuo / viz_and_modern_ds_2020_spring

DATA VISUALIZATION WITH MODERN DATA SCIENCE

General Information

• Pre-requisites: None
• Institute: National Taiwan University
• Department: Business Administration
• Semester: 2020 Spring
• Instructor: Kuo, Yao-Jen [e-mail]

畢業自台灣大學商學研究所，於台大資工系統訓練班、資策會、中華電信學院及多所大專院校講授資料科學課程。在專業講師之前任職過上海的韓商新創公司、台北的美商軟體公司、銀行與美商顧問公司，閒暇時喜歡長跑與乒乓球，寫作部落格，著有 Hahow 好學校線上課程：如何成為資料分析師、輕鬆學習 R 語言、R 語言使用者的 Python 學習筆記（2017 iT 邦幫忙鐵人賽 Big Data 組冠軍）與進擊的資料科學。

Additional Registration Policy

Due to resourse constraint and limited experience, we accept 5 additional registrations only and the priority would be:

1. 工管系與商研所的最後一個學年
2. 其他系所的最後一個學年
3. 工管系大三與商研所碩一
4. 其他

We will use Python's random module to draw if there are more than 5 additional registrations within higher priorities.

Auditing is welcomed, however there will be no credits, Tableau product key, homeworks, nor exams. We encourage auditing via our course recordings

Logistics

• Contact me: [e-mail]
• Schedule: Fridays, 14:20-17:20
• Location: 管一 405
• slido: K309
• CEIBA: https://ceiba.ntu.edu.tw/1082viz_with_ds
• Course recordings

Grading Policy

Task	Percentage
Midterm	25%
Final	35%
Homework 1	10%
Homework 2	10%
Homework 3	10%
Homework 4	10%

Dates and Slides

Date	Slides	Homework Due
2020-03-06	Introduction
2020-03-13	Getting Started with Tableau
2020-03-20	Analyzing Data with Tableau
2020-03-27	Advanced Tableau Skills
2020-04-03	Tomb Sweeping Day
2020-04-10	Getting Started with SQL	Homework 1 Due
2020-04-17	Retrieving Data with SQL
2020-04-24	Advanced SQL Skills
2020-05-01	Midterm
2020-05-08	Getting Started with Python	Homework 2 Due
2020-05-15	Data Wrangling with Python
2020-05-22	Advanced Topics in Python
2020-05-29	Data Wrangling with pandas
2020-06-05	Project: Taiwan Election in 2020	Homework 3 Due
2020-06-12	Project: Covid-19
2020-06-19	Final	Homework 4 Due

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