Collect and manage data: Data Preprocessing

CUHK Data Hack 2024 Pre-hackathon Workshop

Instructor: Dr. Kwong-cheong WONG, Data Science and Policy Studies Programme

Description:
Data needs to be processed appropriately before it can be used for data analysis. Data preprocessing is crucial in data science projects because the quality of data analysis critically depends on the quality of the data. This workshop takes a hands-on approach and uses the Python library Pandas to illustrate common data preprocessing steps, including detecting and handling missing values ​​and outliers. This workshop assumes basic Python coding skills.

Remark:
Participants are required to bring their device for hands-on practice.

Venue: Digital Scholarship Lab, G/F, University Library
Registration: Click here to register