All Python Tutorial Topics

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Here you'll find Python tutorials that teach you advanced concepts so you can be on your way to become a master of the Python programming language.

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Tutorials related to Python API design or interacting with APIs using Python. REST APIs in web applications would be one example where Python shines.

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Get a jump-start on your Python career with our tutorials designed for beginners. On this page you'll find fundamental concepts for Python beginners that will help you get started on your journey to learn Python.

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Here you'll find specific resources that will teach you how to idiomatically use the features of Python, what sets it apart, and how writing in Python is different than writing code in another language.

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In these tutorials, you'll learn how to prepare for coding interviews and you can read about Python related topics that may help you build your career as a developer.

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Python community articles and interviews. Get to know your fellow coders!

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This section contains all of our tutorials that are related to working with databases in Python.

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All Python data science tutorials on Real Python.

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In these tutorials, you'll learn about built-in data structures in Python. Python comes with a variety of versatile data structures in the core language, as well as in its large standard library. You'll also learn how you can implement abstract data structures, such as stacks, queues, hash tables, etc. in Python.

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In these tutorials, you'll learn how to create data visualizations with Python. You'll get a chance to explore new libraries through building a data visualization project, or dive deep on a tool that you've worked with before. Learn how to communicate your data visually with Python.

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All Python DevOps tutorials on Real Python.

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Django is a high-level Python Web framework that encourages rapid development and clean, pragmatic design.

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Docker is a containerization tool used for spinning up isolated, reproducible application environments. This page lists all of our Python Docker tutorials.

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In these tutorials, you'll learn about popular and niche editors and integrated development environments (IDEs) for your Python development workflow. Discover a new tool, or learn more about your favorite editor, by selecting a relevant tutorial from the ones shown below.

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Flask is a popular Python web framework. The tutorials in this section are intermediate to advanced articles that cover key aspects of Flask development.

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In this section, you will learn how to make Python Web applications more user friendly by leveraging the power of both the Front-end and Back-end.

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Python game development tutorials. The articles, tutorials, and courses in these section will show you the path to get up to speed with building your own games in Python.

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Python supports a variety of Graphical User Interface (GUI) frameworks or toolkits. From Tkinter which is traditionally bundled with Python, to a number of cross-platform solutions, such as PyQT or wxPython, that you can install as third-party libraries. With these tutorials you'll get up to speed with making GUIs in Python quickly.

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Once you're past the basics you can dig into our intermediate-level tutorials that will teach you new Python concepts.

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All tutorials tagged "machine-learning" on Real Python.

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NumPy is a third-party Python library that provides support for large multidimensional arrays and matrices along with a collection of mathematical functions to operate on these elements.

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All project-based Python tutorials on Real Python. A common question by Python beginners and those at an intermediate skill-level is "Which Python projects should I work on to gain practical experience?" With this list of Python projects (including full source code) you'll gain practical coding skills, one step at a time.

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This page features all of our "pure Python" tutorials that focus on the core language features.

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On this page, you will find tutorials on how to test different types of Python applications, from command-line apps all the way up to web applications. You’ll learn about the best practices and techniques to follow when testing your Python applications.

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On this page you will find articles that will help you get started on the road to mastering the most common tools used in the Python ecosystem. Knowing how to use these tools will serve you well in your career.

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The tutorials and articles in this section cover techniques used in the development of Python Web applications and focus on how to program real-world solutions to problems that ordinary people actually want to solve.

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Web scraping is about downloading structured data from the web, selecting some of that data, and passing along what you selected to another process.