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This page provides a categorized guide to Data School's blog posts, videos, courses, Jupyter notebooks, and webcast recordings.

Learning data science


Python: pandas library (data analysis, manipulation, visualization)

Python: Regular expressions

Python: Beautiful Soup library (web scraping)

Python: scikit-learn library (machine learning)

Machine learning overview

Machine learning models in Python

Machine learning model evaluation

Other machine learning topics

Machine learning applications

R: Machine learning models

R: dplyr package (data analysis, manipulation)

Git and GitHub (version control)

Jupyter notebook (coding environment)

conda (package and environment manager)


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