Real Python Tutorials

Iterators and Iterables in Python: Run Efficient Iterations

Iterators and Iterables in Python: Run Efficient Iterations

In this tutorial, you'll learn what iterators and iterables are in Python. You'll learn how they differ and when to use them in your code. You'll also learn how to create your own iterators and iterables to make data processing more efficient.

Mar 01, 2023 intermediate python

Explore Real Python

Learning Paths
Guided study plans for accelerated learning

Python Tutorials
In-depth articles and step-by-step video courses

Quizzes
Check your learning progress

Browse Topics
Focus on a specific area or skill level

Community Chat
Learn with other Pythonistas

Office Hours
Live Q&A; calls with an expert from the Real Python Team

Podcast
Hear what’s new in the world of Python programming

Books
Round out your knowledge and learn offline

New Releases

Write Pythonic and Clean Code With namedtuple

Writing Clean, Pythonic Code With namedtuple

Feb 28, 2023 intermediate python

Using NumPy reshape() to Change the Shape of an Array

Using NumPy reshape() to Change the Shape of an Array

Feb 27, 2023 intermediate

The Terminal: First Steps and Useful Commands

The Terminal: First Steps and Useful Commands

Feb 22, 2023 basics tools

Using the Terminal on Windows

Using the Terminal on Windows

Feb 21, 2023 basics

Develop Data Visualization Interfaces in Python With Dash

Develop Data Visualization Interfaces in Python With Dash

Feb 20, 2023 data-science intermediate

How to Flush the Output of the Python Print Function

How to Flush the Output of the Python Print Function

Feb 15, 2023 intermediate python

Getters and Setters: Manage Attributes in Python

Getters and Setters in Python

Feb 14, 2023 intermediate python

Python Monthly News

Python News: What's New From January 2023

Feb 13, 2023 community

How to Split a Python List or Iterable Into Chunks

How to Split a Python List or Iterable Into Chunks

Feb 08, 2023 intermediate python

Python Basics: Building Systems With Classes

Python Basics: Building Systems With Classes

Feb 07, 2023 basics python

Build a Wordle Clone With Python and Rich

Build a Wordle Clone With Python and Rich

Feb 06, 2023 basics projects

Build a JavaScript Front End for a Flask API

Build a JavaScript Front End for a Flask API

Feb 01, 2023 api flask front-end intermediate projects web-dev

Using the Terminal on Linux

Using the Terminal on Linux

Jan 31, 2023 basics

How to Iterate Over Rows in pandas, and Why You Shouldn't

How to Iterate Over Rows in pandas, and Why You Shouldn't

Jan 30, 2023 best-practices data-science intermediate

The Python Standard REPL: Try Out Code and Ideas Quickly

The Python Standard REPL: Try Out Code and Ideas Quickly

Jan 25, 2023 basics tools

Python Basics: Object-Oriented Programming

Python Basics: Object-Oriented Programming

Jan 24, 2023 basics python

Linear Algebra in Python: Matrix Inverses and Least Squares

Linear Algebra in Python: Matrix Inverses and Least Squares

Jan 23, 2023 data-science intermediate

Working With Linear Systems in Python With scipy.linalg

Working With Linear Systems in Python With scipy.linalg

Jan 18, 2023 data-science intermediate