Intermediate Python Tutorials

Once you’re past the basics you can start digging into our intermediate-level tutorials that will teach you new Python concepts. This category is for intermediate Python developers who already know the basics of Python development and want to expand their knowledge.

If you are new to Python, we suggest you start with our Python Basics category, which takes you on a comprehensive tour through the Python language and related concepts, even if you are a complete beginner.

Becoming a Python expert takes time, but over time you’ll master this beautiful programming language. It’s worth it! When you’re ready to move on to more difficult topics, check out our Advanced Python Tutorials section.

Get Started With Django Part 1: Build a Portfolio App

Get Started With Django: Build a Portfolio App

intermediate django projects web-dev

Click and Python: Build Extensible and Composable CLI Apps

Click and Python: Build Extensible and Composable CLI Apps

intermediate devops python tools

Build a Code Image Generator With Python

Build a Code Image Generator With Python

intermediate flask front-end projects web-dev

Python Polars: A Lightning-Fast DataFrame Library

Python Polars: A Lightning-Fast DataFrame Library

intermediate data-science

Image Processing With the Python Pillow Library

Process Images Using the Pillow Library and Python

intermediate

What Are Python Asterisk and Slash Special Parameters For?

What Are Python Asterisk and Slash Special Parameters For?

intermediate python

What Does if __name__ == "__main__" Do in Python?

What Does if __name__ == "__main__" Mean in Python?

intermediate best-practices

Working With the Python operator Module

Working With the Python operator Module

intermediate data-structures python

Python 3.12 Preview: More Intuitive and Consistent F-Strings

Python 3.12 Preview: More Intuitive and Consistent F-Strings

intermediate python

Python & APIs: A Winning Combo for Reading Public Data

Python & APIs: A Winning Combo for Reading Public Data

intermediate api

Python's list Data Type: A Deep Dive With Examples

Python's list Data Type: A Deep Dive With Examples

intermediate data-structures python

Python Folium: Create Web Maps From Your Data

Creating Web Maps From Your Data With Python Folium

intermediate data-science data-viz

Profiling in Python: How to Find Performance Bottlenecks

Profiling in Python: How to Find Performance Bottlenecks

intermediate tools

Python's filter(): Extract Values From Iterables

Filtering Iterables With Python

intermediate best-practices python

Why Are Membership Tests So Fast for range() in Python?

Why Are Membership Tests So Fast for range() in Python?

intermediate data-structures

Jinja Templating Engine

Jinja Templating

intermediate django flask front-end web-dev

How to Flatten a List of Lists in Python

How to Flatten a List of Lists in Python

intermediate data-science

Python sleep(): How to Add Time Delays to Your Code

Python time.sleep()

Jun 23, 2023 intermediate python

Python's Self Type: How to Annotate Methods That Return self

Python's Self Type: How to Annotate Methods That Return self

intermediate best-practices python

Recursion in Python: An Introduction

Recursion in Python

intermediate python

Python's raise: Effectively Raising Exceptions in Your Code

Python's raise: Effectively Raising Exceptions in Your Code

intermediate python

How to Make Engaging Programming Videos

How to Make Engaging Programming Videos

intermediate best-practices

Build a Maze Solver in Python Using Graphs

Mazes in Python: Build, Visualize, Store, and Solve

intermediate projects

Using the NumPy Random Number Generator

Using the NumPy Random Number Generator

intermediate data-science numpy python

Creating and Modifying PDF Files in Python

Create and Modify PDF Files in Python

intermediate tools

How to Get the First Match From a Python List or Iterable

Getting the First Match From a Python List or Iterable

intermediate

What Does if __name__ == "__main__" Do in Python?

Python Name-Main Idiom

May 26, 2023 intermediate python

Python's .__call__() Method: Creating Callable Instances

Python's .__call__() Method: Creating Callable Instances

intermediate python

The k-Nearest Neighbors (kNN) Algorithm in Python

Using k-Nearest Neighbors (kNN) in Python

intermediate data-science machine-learning

How to Launch an HTTP Server in One Line of Python Code

How to Launch an HTTP Server in One Line of Python Code

intermediate

Beautiful Soup: Build a Web Scraper With Python

Beautiful Soup: Build a Web Scraper With Python

May 11, 2023 intermediate web-scraping

How to Publish an Open-Source Python Package to PyPI

Publishing Python Packages to PyPI

intermediate best-practices tools

SOLID Principles: Improve Object-Oriented Design in Python

SOLID Principles: Improve Object-Oriented Design in Python

intermediate best-practices python

Python's assert: Debug and Test Your Code Like a Pro

Using Python's assert to Debug and Test Your Code

intermediate best-practices python

Python Face Recognition and Face Detection

Build Your Own Face Recognition Tool With Python

intermediate machine-learning

How to Get Normally Distributed Random Numbers With NumPy

How to Get Normally Distributed Random Numbers With NumPy

intermediate numpy

Python 3 "pathlib" Module: Taming The Filesystem

Python's pathlib Module: Taming the File System

intermediate python

OrderedDict vs dict in Python: The Right Tool for the Job

Using OrderedDict in Python

intermediate python

Python 3.12 Preview: Ever Better Error Messages

Python 3.12 Preview: Ever Better Error Messages

intermediate python

Build a Maze Solver in Python Using Graphs

Build a Maze Solver in Python Using Graphs

intermediate projects

YAML: The Missing Battery in Python

YAML: Python's Missing Battery

intermediate

When Should You Use .__repr__() vs .__str__() in Python?

When Should You Use .__repr__() vs .__str__() in Python?

intermediate best-practices

Executing Python Scripts With a Shebang

Executing Python Scripts With a Shebang

intermediate best-practices

How to Evaluate the Quality of Python Packages

How to Evaluate the Quality of Python Packages

intermediate best-practices

Python's Mutable vs Immutable Types: What's the Difference?

Python's Mutable vs Immutable Types: What's the Difference?

intermediate data-structures python

Python's zipfile: Manipulate Your ZIP Files Efficiently

Manipulating ZIP Files With Python

intermediate python

Iterators and Iterables in Python: Run Efficient Iterations

Iterators and Iterables in Python: Run Efficient Iterations

intermediate python

Write Pythonic and Clean Code With namedtuple

Writing Clean, Pythonic Code With namedtuple

intermediate data-structures python