Real Python - 🐍 New Python tutorials on Real Python

Hey there,

There’s always something going on over at realpython.com as far as Python tutorials go.

Here’s what you may have missed this past week:


Logging in Python

If you use Python's print() function to get information about the flow of your programs, then logging is the natural next step for you. This tutorial will guide you through creating your first logs and show you ways to curate them to grow with your projects:

→ realpython.com/python-logging


pandas GroupBy: Grouping Real World Data in Python

In this course, you'll learn how to work adeptly with the pandas GroupBy while mastering ways to manipulate, transform, and summarize data. You'll work with real-world datasets and chain GroupBy methods together to get data into an output that suits your needs:

→ realpython.com/courses/pandas-groupby-real-world-data


500 devs, Deploying 200x a Day, While Maintaining 4 Million Lines of Code 😮‍💨
Sponsored by Sentry

Sound tricky to you too? Well that's exactly what Kraken Technologies is doing. Learn how they manage hundreds of deployments a day and how they handle errors when they crop up. Sneak peak: they use Sentry to reduce noise, prioritize issues, and maintain code quality–without relying on a dedicated QA team.

→ Read the Story


Quiz: Python Protocols: Leveraging Structural Subtyping

Take this quiz to test your understanding of how to create and use Python protocols while providing type hints for your functions, variables, classes, and methods:

→ realpython.com/quizzes/python-protocol


Hugging Face Transformers: Leverage Open-Source AI in Python

As the AI boom continues, the Hugging Face platform stands out as the leading open-source model hub. In this tutorial, you'll get hands-on experience with Hugging Face and the Transformers library in Python:

→ realpython.com/huggingface-transformers


The Real Python Podcast – Episode #214: Build Captivating Display Tables in Python With Great Tables

Do you need help making data tables in Python look interesting and attractive? How can you create beautiful display-ready tables as easily as charts and graphs in Python? This week on the show, we speak with Richard Iannone and Michael Chow from Posit about the Great Tables Python library:

→ realpython.com/podcasts/rpp/214


Writing Clean, Pythonic Code With namedtuple

In this video course, you'll learn what Python's namedtuple is and how to use it in your code. You'll also learn about the main differences between named tuples and other data structures, such as dictionaries, data classes, and typed named tuples:

→ realpython.com/courses/python-namedtuple


PyCoder's Weekly – Get the Latest Python News & Updates

Become a better Pythonista and stay up-to-date with your weekly dose of Python news & projects:

 → pycoders.com or click here to get the latest issue via email


A lot of time and effort goes into the Real Python team bringing you new and in-depth Python tutorials every week.

Please do us a solid and share your favorite Real Python content to help us spread the word.

Thanks for your time and for being a dedicated reader!

— Dan Bader (realpython.com)


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