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Py4DataSci

Getting started

Installing Python
Course setup
Working with Jupyter Notebooks
Projects with virtual environments

Functions

Defining functions
Error handling and testing solutions
Exercises with strings
Exercises with lists
Exercises with tuples
Exercises with sets

Nested data structures

Nested structures
Mixed structures
Challenges

Dealing with data files

Generic text files
CSV files
JSON files
Challenges

NumPy

Introduction guide
Exercises

Visualization

Matplotlib basics
Advanced stuff

Dataframes

The basics
Advanced stuff
The Land of Poets Challenge

Index

By Thomas Louf

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