Rodrigo Girão Serrão: Python Training, itertools, and Idioms
The Real Python Podcast
APL Illuminates Python Iteration
- Python's iteration concepts become clearer when understood in relation to APL, an array-oriented programming language.
- This realization transformed Rodrigo's grasp of list comprehensions and Python iteration.
Once you’ve learned the vocabulary and syntax of the Python language, how do you progress into learning the right combinations to put into your code? How can Python’s built-in itertools library enhance your skills? This week on the show, we speak with Rodrigo Girão Serrão about teaching Python through his blog and his passion for the itertools library.
We discuss Rodrigo’s different approaches to writing on his blog. He likes to document smaller concepts about Python and building code in his “Today I Learned” series. He’s also been collecting advice about the best way to use core Python features in another series called “Pydon’ts.”
We cover his recent PyCon US tutorial about the built-in itertools module. The functions contained in the module create iterators for efficient looping. We discuss the categories of tools inside the collection and ways to simplify your code.
We also explore the concept of vocabulary versus idioms in writing. Idioms are a group of words that hold a symbolic meaning that goes beyond the literal meaning of the individual words. We dig into how that applies to learning Python and building a personal collection of programming idioms.
This episode is sponsored by AMD.
Course Spotlight: Working With Missing Data in Polars
In this video course, you’ll learn how to deal with missing data in Polars to ensure it doesn’t interfere with your data analysis. You’ll discover how to check for missing values, update them, and remove them.
Topics:
- 00:00:00 – Introduction
- 00:02:34 – Creating Polars video course
- 00:03:27 – How did you start programming and teaching Python?
- 00:04:59 – Where did mathspp come from?
- 00:05:38 – Exploring math and programming in university
- 00:07:48 – Learning APL
- 00:09:24 – What goes into building the blog?
- 00:15:05 – The Pydon’ts and writing books
- 00:18:37 – PyCon US 2025
- 00:20:46 – Sponsor: AMD
- 00:21:23 – Teaching a tutorial about itertools
- 00:28:58 – Categorizing itertools
- 00:40:39 – Video Course Spotlight
- 00:41:55 – The difference between me and Shakespeare
- 00:46:51 – Learning and practicing with idioms
- 00:51:01 – TIL and asking questions
- 00:53:54 – What are you excited about in the world of Python?
- 00:55:40 – What do you want to learn next?
- 00:57:35 – How can people follow your work online?
- 01:01:19 – Thanks and goodbye
Show Links:
- mathspp blog
- TIL (Today I Learned) - mathspp
- Working With Missing Data in Polars
- Paul Valéry - “A poem is never finished” - Oxford Reference
- Personal highlights of PyCon US 2025 - mathspp
- PyCon US 2025 Lightning Talks - Friday, May 16th, 2025 PM - YouTube
- PyCon US 2025 Tutorial Sneak Peek: “Reimplement
itertoolsfor fun & profit” Rodrigo Girão Serrão - YouTube - Alan Perlis - Wikipedia
- Epigrams on Programming
- What learning APL taught me about Python - mathspp
- What APL taught me about Python ⚡️ – lightning talk by Rodrigo Girão Serrão at EuroPython 2023 - YouTube
- itertools — Functions creating iterators for efficient looping — Python 3.13.4 documentation
- Module itertools overview - mathspp
- The little book of itertools - mathspp
- Python itertools By Example – Real Python
- What’s new in Python 3.14 — Python 3.15.0a0 documentation
- beehiiv — The newsletter platform built for growth
- Python drops 🐍💧 newsletter - mathspp
- Books - mathspp
- Rodrigo Girão Serrão 🐍🚀 (@mathspp.com) — Bluesky
- Rodrigo Girão Serrão - LinkedIn
- Rodrigo 🐍🚀 (@mathsppblog@fosstodon.org) - Fosstodon
- Rodrigo 🐍🚀 (@mathsppblog) / X
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