/viz_and_modern_ds_2020_spring

Primary LanguageHTMLMIT LicenseMIT

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 yaojenkuo@ntu.edu.tw

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

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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