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Python Fundamentals

Welcome to Python for Data Work

Variables, Data Types and Collections

Check Your Understanding: Python Basics

Numerical Computing and Tabular Data

NumPy Arrays for Numerical Work

Pandas DataFrames and Data Inspection

Check Your Understanding: NumPy and Pandas

Preparing Data with Python

Cleaning and Transforming DataFrames

Reproducible Analysis and Good Coding Practice

Check Your Understanding: Data Preparation in Python

Learn Python fundamentals, notebooks, numerical arrays, Pandas dataframes, cleaning and reproducible analysis.

Python Programming for Data Science

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