Python Workshop Intermediate

• Using Pandas

• Jupyter Notebook Keyboard Shortcuts

• Markdown

• IPython Magic Commands

• Pandas DataFrame

• Selecting Rows and Columns

• Tidying Data

• Aggregation Functions

• Groupby

• Group Filtration

• Merging Data

• Data Visualizaton With Matplotlib

• pandas built-in plots

• Using seaborn

• JSON Live Data Loading & Visualisation

• Web Scraping Introduction

• Manipulating JSON response

• Using BeautifulSoup

For Python Introduction, please go to

Python-Intro-Blank

Above it the blank version. It provides empty cells so that you can code along.

Besides, you can also visit the version with pre-filled answer in the notebooks cells below.

Python-Intro-Answer