Data Preparation Workshop

1 file•1 Jupyter Notebook

About

Material prepared for Purdue's Women in HPC (WHPC) "Data 101 for Machine Learning" workshop. This workshop is a beginner-level discussion about data, focusing on how data fits into machine learning and data science workflows.

Topics:

Types of data Data collection Basic data processing with Pandas Considerations for exploratory data analyses Basic Pandas code, data, and a PDF of the presentation can be found in this repository.

Code, presentation, and data are from Sarah Rodenbeck's Github repository.

Objectives

  • Learning this module enables users to preprocess raw data
Features
Type Module
Level Foundation
Length 1 hour

Instructor

Jungha Woo avatar

Jungha Woo

8 modules

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