Packaging Data Analyses & Using pandas GroupBy

Packaging Data Analyses & Using pandas GroupBy

What are the best practices for organizing data analysis projects in Python? What are the advantages of a more package-centric approach to data science? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.

Episoder(272)

What Is a JIT and How Can Pyjion Speed Up Your Python?

What Is a JIT and How Can Pyjion Speed Up Your Python?

How can you can speed up Python? Have you thought of using a JIT (Just-In-Time Compiler)? This week on the show, we have Real Python author and previous guest Anthony Shaw to talk about his project Pyjion, a drop-in JIT compiler for CPython 3.10.

28 Jan 20221h 6min

Designing for Users and Building a Social Network With Django

Designing for Users and Building a Social Network With Django

Are you looking for a project to practice your Django skills? Designing the fundamental interactions of a social network is an instructive way to explore models and relationships while learning advanced Django skills. This week on the show, we talk with previous guest Martin Breuss about his new four-part series, "Build a Social Network With Django".

21 Jan 202258min

Launching Python, Virtual Environments, and Locking Dependencies With Brett Cannon

Launching Python, Virtual Environments, and Locking Dependencies With Brett Cannon

Would you like a simple command to launch your Python programs using the newest version of the language installed on your machine? This week on the show, we continue our conversation with Brett Cannon. Brett discusses his project, the Python Launcher for Unix.

14 Jan 202250min

Continuing to Unravel Python's Syntactic Sugar With Brett Cannon

Continuing to Unravel Python's Syntactic Sugar With Brett Cannon

A year ago, we had Brett Cannon on the show to discuss his blog series about unravelling Python's syntactic sugar. Brett has written 15 more entries in the series, and he returns to the show this week to continue our conversation. We dive into unravelling 'async' and 'await' statements and their relationship with Python's generators.

7 Jan 202258min

2021 Real Python Articles Wrap Up

2021 Real Python Articles Wrap Up

It's been a year of change at Real Python! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python articles this year. We also added many new members to the team, updated the site's features, and created new styles of tutorials and projects.

24 Des 20211h 3min

A Python Journey: Cyber Security, Automating AWS, and TDD

A Python Journey: Cyber Security, Automating AWS, and TDD

The Python community continually grows, with many users coming from different languages and backgrounds. This week on the show, we talk with developer Hugh Tipping about his Python journey. Hugh is also a member of the Real Python community.

17 Des 202154min

Solving Advent of Code Puzzles With Python

Solving Advent of Code Puzzles With Python

Are you ready to break open the first days of puzzles from the annual Advent of Code challenge? Advent of Code is an advent calendar of twenty-five programming puzzles published each December. Practicing solving puzzles is a great way to build your Python skills. This week on the show, we have previous guest and Real Python author Geir Arne Hjelle to discuss his recent article titled, "Advent of Code: Solving Your Puzzles With Python."

10 Des 202157min

Discussing Type Hints, Protocols, and Ducks in Python

Discussing Type Hints, Protocols, and Ducks in Python

There seem to be three kinds of Python developers: those unaware of type hints or have no opinion, ones that embrace them, and others who have an allergic reaction at the mention of them. Python is famously a dynamically typed language, but there are advantages to adding type hints to your code. This week on the show, we have Luciano Ramalho to discuss his recent talk titled, "Type hints, protocols, and good sense."

3 Des 20211h 21min

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