課程資料
時間表
- 隨時開課
報名日期
全年招生
價錢
HKD 1,899
課程級別
學習模式
修業期
3.30 小時
教學語言
英語
地點
-
51次瀏覽
課程簡介
Master the skill for data science
Web scraping
Information from the Internet are stored in different types of websites and formats. This course will use Python to cover a variety of web scraping methods, so that students can find relevant data in different environments. The course will demonstrate private and open data such as supermarkets, forums and COVID-19 and turn those into machine-readable formats for further analysis.
Getting Started with Data Science Tools
When dealing with large amounts of data, traditional tools such as Excel are no longer sufficient and maintenance costs are high. This course will teach commonly used tools in Python (pandas, seaborn, numpy) and demonstrate how to effectively handle common data wrangling once the data has been collected.
課程內容
200 Mins Online videos
1. Regular Expression(41:42)
2. Introduction to Pandas(29:40)
3. More about Pandas(37:35)
4. Joining multiple data with Pandas(34:41)
5. Web Scraping - Intercepting API(25:29)
6. Web Scraping - Intercepting API 2(30:44)
7. Web Scraping - Intercepting HTML(34:42)
8. Web Scraping - Browse Automation(30:38)
9. Introduction to Numpy 1(83:07)
10. Introduction to Numpy 2(72:36)
11. Matplotlib & Seaborn 1(42:50)
12. Matplotlib & Seaborn 2(34:48)
