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GeezerVison is showing github.com — GitHub - PacktWorkshops/The-Python-Workshop: A New, Interactive Approach to Learning Python

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The Python Workshop

GitHub issues GitHub forks GitHub stars PRs Welcome versions

This is the repository for The Python Workshop, published by Packt. It contains all the supporting project files necessary to work through the course from start to finish.

Requirements and Setup

The Python Workshop

To get started with the project files, you'll need to:

  1. Install Jupyter on Windows, Mac, Linux
  2. Install Anaconda on Windows, Mac, Linux
  3. Install Docker

About The Python Workshop

More than just a Python guide for beginners, The Python Workshop takes you through the full spectrum of basic to advanced topics, equipping you with the skills you need to get started with data science and more. Filled with practical step-by-step examples and interactive exercises, you'll learn by doing as you grow your new Python skillset.

What You Will Learn

  • Write clean and well-commented code that is easy to maintain
  • Automate essential day-to-day tasks with Python scripts
  • Debug logical errors and handle exceptions in your programs
  • Explore data science fundamentals and create engaging visualizations
  • Get started with predictive machine learning
  • Keep your development process bug-free with automated testing

Related Workshops

If you've found this repository useful, you might want to check out some of our other workshop titles:

  • The Statistics and Calculus with Python Workshop
  • The Applied Data Science Workshop
  • The Data Wrangling Workshop

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A New, Interactive Approach to Learning Python

Topics

algorithmsdata-sciencegridsearchcvlinear-regressionlogistic-regressionmachine-learningpythonpytorchrandom-forestsrandomizedsearchcvstructuretypes

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