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Cleaner Code for Data Science: Using Auto Documentation Frameworks in Python

By Charles Givre

Use Python's documentation framework to document your code ...

Cleaner Code for Data Science: Writing Unit Tests in R

By Charles Givre

Test, maintain, and debug your code with unit tests ...

Data Preprocessing: Feature Selection

By Sarah Guido

Select the best features for your machine learning model ...

Data Preprocessing: Feature Engineering Basics

By Sarah Guido

Learn basic techniques for feature engineering ...

Data Preprocessing: Start to Finish

By Sarah Guido

Use everything you've learned on your preprocessing journey ...

Data Preprocessing: Normalizing and Scaling Data

By Sarah Guido

Learn how and when to normalize and scale your data ...