The Real Python Podcast

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 [https://realpython.com/courses/missing-data-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 [https://mathspp.com/blog] * TIL (Today I Learned) - mathspp [https://mathspp.com/blog/til] * Working With Missing Data in Polars [https://realpython.com/courses/missing-data-polars/] * Paul Valéry - “A poem is never finished” - Oxford Reference [https://www.oxfordreference.com/display/10.1093/acref/9780191843730.001.0001/q-oro-ed5-00011125] * Personal highlights of PyCon US 2025 - mathspp [https://mathspp.com/blog/personal-highlights-of-pycon-us-2025] * PyCon US 2025 Lightning Talks - Friday, May 16th, 2025 PM - YouTube [https://www.youtube.com/watch?v=Uuhu-F05A7k] * PyCon US 2025 Tutorial Sneak Peek: “Reimplement itertools for fun & profit” Rodrigo Girão Serrão - YouTube [https://www.youtube.com/watch?v=xumSsPlhB2o] * Alan Perlis - Wikipedia [https://en.wikipedia.org/wiki/Alan_Perlis] * Epigrams on Programming [https://web.archive.org/web/19990117034445/http://www-pu.informatik.uni-tuebingen.de/users/klaeren/epigrams.html] * What learning APL taught me about Python - mathspp [https://mathspp.com/blog/what-learning-apl-taught-me-about-python] * What APL taught me about Python ⚡️ – lightning talk by Rodrigo Girão Serrão at EuroPython 2023 - YouTube [https://www.youtube.com/watch?v=vCMoWPTPdXo] * itertools — Functions creating iterators for efficient looping — Python 3.13.4 documentation [https://docs.python.org/3/library/itertools.html] * Module itertools overview - mathspp [https://mathspp.com/blog/module-itertools-overview] * The little book of itertools - mathspp [https://mathspp.com/books/the-little-book-of-itertools] * Python itertools By Example – Real Python [https://realpython.com/python-itertools/] * What’s new in Python 3.14 — Python 3.15.0a0 documentation [https://docs.python.org/3.15/whatsnew/3.14.html] * beehiiv — The newsletter platform built for growth [https://www.beehiiv.com/] * Python drops 🐍💧 newsletter - mathspp [https://mathspp.com/drops] * Books - mathspp [https://mathspp.com/books] * Rodrigo Girão Serrão 🐍🚀 (@mathspp.com) — Bluesky [https://bsky.app/profile/mathspp.com] * Rodrigo Girão Serrão - LinkedIn [https://www.linkedin.com/in/rodrigo-gir%C3%A3o-serr%C3%A3o/] * Rodrigo 🐍🚀 (@mathsppblog@fosstodon.org) - Fosstodon [https://fosstodon.org/@mathsppblog] * Rodrigo 🐍🚀 (@mathsppblog) / X [https://x.com/mathsppblog] Level up your Python skills with our expert-led courses: * Efficient Iterations With Python Iterators and Iterables [https://realpython.com/courses/efficient-iterations-iterators-iterables/] * Working With Python Polars [https://realpython.com/courses/working-with-python-polars/] * Working With Missing Data in Polars [https://realpython.com/courses/missing-data-polars/] Support the podcast & join our community of Pythonistas [https://realpython.com/join]

What are the ways you can manage multithreaded code in Python? What synchronization techniques are available within Python’s threading module? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder’s Weekly articles and projects. Christopher discusses his recent Real Python video course about thread safety. The course provides a quick overview of race conditions and how to use locks in your code. It then goes on to share a collection of additional synchronization primitives to make your code thread-safe. We dig into a tutorial by Leodanis Pozo Ramos about managing Python projects with uv. The tutorial shows you how to quickly initialize a project, build the directory structure, add dependencies, and publish your package while practicing the commands inside uv. We also share several other articles and projects from the Python community, including a news roundup, unraveling t-strings, what’s new in pip 25.1, an SVG-first plotting library, and a data modeling tool built on top of Polars and Pydantic. Course Spotlight: Thread Safety in Python: Locks and Other Techniques [https://realpython.com/courses/thread-safety-locks-other-techniques/] In this video course, you’ll learn about the issues that can occur when your code is run in a multithreaded environment. Then you’ll explore the various synchronization primitives available in Python’s threading module, such as locks, which help you make your code safe. Topics: * 00:00:00 – Introduction * 00:02:23 – PEP 773: A Python Installation Manager for Windows * 00:03:09 – PEP 784: Adding Zstandard to the Standard Library * 00:03:28 – Python Insider: Python 3.14.0 Beta 1 Is Here! * 00:03:48 – Django Security Releases Issued: 5.2.1, 5.1.9 and 4.2.2 * 00:04:09 – ty: New Type Checker and Language Server by Astral * 00:05:01 – pyrefly: A Fast Type Checker and IDE for Python * 00:06:03 – The Future of Textualize * 00:07:08 – Managing Python Projects With uv * 00:12:20 – pre-commit: Install With uv * 00:13:03 – Python’s New t-strings * 00:16:38 – Unraveling t-strings * 00:18:33 – Video Course Spotlight * 00:19:50 – What’s New in Pip 25.1 * 00:24:30 – Thread Safety in Python: Locks and Other Techniques * 00:28:40 – glyphx: SVG-first Plotting Library * 00:31:20 – patito: A data modeling layer built on top of Polars and Pydantic * 00:34:02 – Thanks and goodbye News: * PEP 773: A Python Installation Manager for Windows (Accepted) [https://peps.python.org/pep-0773/] * PEP 784: Adding Zstandard to the Standard Library (Accepted) [https://peps.python.org/pep-0784/] * Python Insider: Python 3.14.0 Beta 1 Is Here! [https://pythoninsider.blogspot.com/2025/05/python-3140-beta-1-is-here.html] * Django Security Releases Issued: 5.2.1, 5.1.9 and 4.2.21 [https://www.djangoproject.com/weblog/2025/may/07/security-releases/] * ty: New Type Checker and Language Server by Astral [https://github.com/astral-sh/ty] * pyrefly: A Fast Type Checker and IDE for Python [https://github.com/facebook/pyrefly] * The Future of Textualize [https://textual.textualize.io/blog/2025/05/07/the-future-of-textualize/] – Will McGugan, founder of Textualize the company has announced that they will be closing their doors. Textualize the open source project will remain. Show Links: * Managing Python Projects With uv [https://realpython.com/python-uv/] – In this tutorial, you’ll learn how to create and manage your Python projects using uv, an extremely fast Python package and project manager written in Rust. * pre-commit: Install With uv [https://adamj.eu/tech/2025/05/07/pre-commit-install-uv/] – pre-commit is Adam’s favorite Git-integrated “run things on commit” tool. It acts as a kind of package manager, installing tools as necessary from their Git repositories. This post explains how to use it with uv. * Python’s New t-strings [https://davepeck.org/2025/04/11/pythons-new-t-strings/] – Using f-strings is a readable way of building output, but there are situations where they can’t be used because the contents need to be verified before being string-ified. The new t-strings, coming in 3.14, are a solution to this problem. * Unraveling t-strings [https://snarky.ca/unravelling-t-strings/] – PEP 750 introduced t-strings for Python 3.14. These are a template string mechanism similar to f-strings. Although they are in 3.14.0b1, there isn’t any documentation yet, so this post explains what they are how they can be used. * What’s New in Pip 25.1 [https://ichard26.github.io/blog/2025/04/whats-new-in-pip-25.1/] – pip 25.1 introduces support for Dependency Groups (PEP 735), resumable downloads, and an installation progress bar. Dependency resolution has also received a raft of bugfixes and improvements. * Thread Safety in Python: Locks and Other Techniques [https://realpython.com/courses/thread-safety-locks-other-techniques/] – In this video course, you’ll learn about the issues that can occur when your code is run in a multithreaded environment. Then you’ll explore the various synchronization primitives available in Python’s threading module, such as locks, which help you make your code safe. Projects: * glyphx: SVG-first Plotting Library [https://github.com/kjkoeller/glyphx] * JakobGM/patito: A data modeling layer built on top of Polars and Pydantic [https://github.com/JakobGM/patito] Additional Links: * Episode #238: Charlie Marsh: Accelerating Python Tooling With Ruff and uv [https://realpython.com/podcasts/rpp/238/] * pgjones/sql-tstring: SQL-tString allows for f-string like construction of sql queries [https://github.com/pgjones/sql-tstring] * PEP 787: Safer Subprocess Usage Using t-strings (Postponed to 3.15) [https://peps.python.org/pep-0787/] * davepeck/pep750-examples: Examples of using t-strings as defined in PEP 750 [https://github.com/davepeck/pep750-examples/] * xkcd: Exploits of a Mom [https://xkcd.com/327/] * Little Bobby Tables - explain xkcd [https://www.explainxkcd.com/wiki/index.php/Little_Bobby_Tables] Level up your Python skills with our expert-led courses: * Threading in Python [https://realpython.com/courses/threading-python/] * Thread Safety in Python: Locks and Other Techniques [https://realpython.com/courses/thread-safety-locks-other-techniques/] * Python Basics Exercises: Installing Packages With pip [https://realpython.com/courses/basics-exercises-install-packages-with-pip/] Support the podcast & join our community of Pythonistas [https://realpython.com/join]

What goes into making video courses at Real Python? How should you build an installable Django application? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder’s Weekly articles and projects. This week, the Real Python Podcast is experiencing several firsts. We recorded a show in front of a live audience for the very first time, and it happened in Dublin, Ireland—a place neither of us had visited before. I also got to meet Christopher Trudeau in person for the first time. We’re sharing that live recording from the conference in this episode. We discuss how we create video courses at Real Python, and Christopher talks about his tutorial on how to write an installable Django application. We also share a few summaries of the talks from the conference and projects from the Django community, including a news roundup, how decisions are made inside the Django Foundation, ways you can help with reviews, using the Django ORM with Marimo notebooks, maintaining a data-oriented project, how to get foreign keys horribly wrong, a project for simple deployment, and a project for adding extra buttons inside the Django Admin. We would like to thank the audience members from Ireland who heard about DjangoCon by listening to the podcast. Thank you for attending the conference and for taking the time to say hello. We also appreciate those who asked us insightful questions at the end of the show. We enjoyed exploring Dublin and recording the show in front of such a welcoming audience. We learned a ton from all the great talks given at the conference and made some new connections for future interviews. This episode is sponsored by AMD. Course Spotlight: How to Set Up a Django Project [https://realpython.com/courses/set-up-django-project/] In this course, you’ll learn the necessary steps that you’ll need to take to set up a new Django project. You’ll learn the basic setup for any new Django project, which needs to happen before programming the specific functionality of your project. Topics: * 00:00:00 – Introduction * 00:03:59 – PEP 770 – Improving measurability of Python packages with Software Bill-of-Materials * 00:04:22 – PEP 736 – Shorthand syntax for keyword arguments at invocation * 00:04:46 – PEP 661 – Sentinel Values * 00:05:21 – Pydantic v2.11 Released * 00:05:41 – How We Build Video Courses at Real Python * 00:17:17 – Sponsor: AMD * 00:17:56 – How to Write an Installable Django App * 00:22:21 – Attendees from Ireland who heard about the conference from us * 00:23:09 – Django needs you! (to do code review) * 00:24:12 – How we make decisions in Django * 00:26:07 – Marimo: Sharing the joys of the Django ORM with Python Notebooks * 00:27:30 – Steering Council Introduction * 00:28:17 – Video Course Spotlight * 00:29:45 – Data-Oriented Django Drei * 00:31:04 – How to get Foreign Keys horribly wrong in Django * 00:32:17 – Converting integer fields to bigint using Django migrations at scale * 00:33:17 – django-simple-deploy * 00:34:57 – django-admin-extra-buttons * 00:37:51 – What goes into creating the podcast? * 00:44:04 – How does RP decide what Learning Paths to create? * 00:48:30 – Python background when starting with a framework * 00:54:46 – Django getting started resources at Real Python * 00:55:34 – Thanks and goodbye News: * PEP 770 – Improving measurability of Python packages with Software Bill-of-Materials (Accepted) [https://peps.python.org/pep-0770/] * PEP 736 – Shorthand syntax for keyword arguments at invocation (Rejected) [https://peps.python.org/pep-0736/] * PEP 661 – Sentinel Values (Deferred) [https://peps.python.org/pep-0661/] * Pydantic v2.11 Released [https://pydantic.dev/articles/pydantic-v2-11-release] Show Links: * DjangoCon Europe 2025 [https://2025.djangocon.eu/] * How We Build Video Courses at Real Python [https://realpython.com/search?kind=course&order=newest] * How to Write an Installable Django App – Real Python [https://realpython.com/installable-django-app/] * Django needs you! (to do code review) - Sarah Boyce [https://pretalx.evolutio.pt/djangocon-europe-2025/talk/WN7X3Y/] * How we make decisions in Django - Carlton Gibson [https://pretalx.evolutio.pt/djangocon-europe-2025/talk/PGBMSR/] * Marimo and Jupyter: Sharing the joys of the Django ORM with Python Notebooks - Chris Adams [https://pretalx.evolutio.pt/djangocon-europe-2025/talk/JPSJBY/] * Steering Council Introduction- Emma Delescholle [https://pretalx.evolutio.pt/djangocon-europe-2025/talk/Y3X9VT/] * Data-Oriented Django Drei - Adam Johnson [https://pretalx.evolutio.pt/djangocon-europe-2025/talk/KKABLJ/] * How to get Foreign Keys horribly wrong in Django - Haki Benita [https://pretalx.evolutio.pt/djangocon-europe-2025/talk/HAFUBH/] * Turn back time: Converting integer fields to bigint using Django migrations at scale - Tim Bell [https://pretalx.evolutio.pt/djangocon-europe-2025/talk/DLUM9M/] Projects: * django-simple-deploy - readthedocs [https://django-simple-deploy.readthedocs.io/en/latest/] * django-admin-extra-buttons - PyPI [https://pypi.org/project/django-admin-extra-buttons/] Additional Links: * django-awl [https://github.com/cltrudeau/django-awl] * Episode #230: marimo: Reactive Notebooks and Deployable Web Apps in Python [https://realpython.com/podcasts/rpp/230/] * marimo - a next-generation Python notebook [https://marimo.io/] * Data-Oriented Django - Adam Johnson - YouTube - DjangoCon 2022 [https://www.youtube.com/watch?v=gfPNeQR1aSc] * Data Oriented Django Deux - Adam Johnson - YouTube - DjangoCon Europe 2024 [https://www.youtube.com/watch?v=_0F6fyI5u8w] * Episode #165: Leveraging the Features of Your Database With Postgres and Python [https://realpython.com/podcasts/rpp/165/] * pgMustard - review Postgres query plans quickly [https://www.pgmustard.com/] * Django Chat [https://djangochat.com/] * Django for Data Science: Deploying Machine Learning Models with Django - William Vincent [https://pretalx.evolutio.pt/djangocon-europe-2025/talk/STZPLT/] * Episode #500 - Django Simple Deploy and other DevOps Things - Talk Python To Me Podcast [https://talkpython.fm/episodes/show/500/django-simple-deploy-and-other-devops-things] * Episode #234: Building New Structures for Learning Python [https://realpython.com/podcasts/rpp/234/] * Reference – Real Python [https://realpython.com/ref/] * Django for Web Development (Learning Path) – Real Python [https://realpython.com/learning-paths/django-web-development/] * Getting Started With Django: Building a Portfolio App – Video Course [https://realpython.com/courses/django-portfolio-project/] * Your First Steps With Django: Set Up a Django Project – Tutorial [https://realpython.com/django-setup/] Level up your Python skills with our expert-led courses: * Getting Started With Django: Building a Portfolio App [https://realpython.com/courses/django-portfolio-project/] * Sneaky REST APIs With Django Ninja [https://realpython.com/courses/rest-apis-with-django-ninja/] * How to Set Up a Django Project [https://realpython.com/courses/set-up-django-project/] Support the podcast & join our community of Pythonistas [https://realpython.com/join]

What is the best way to record the Python dependencies for the reproducibility of your projects? What advantages will lock files provide for those projects? This week on the show, we welcome back Python Core Developer Brett Cannon to discuss his journey to bring PEP 751 and the pylock.toml file format to the community. Brett has been working on a way to move beyond the requirements.txt file for over six years. He was on the show previously to discuss his work on PEP 665, which was rejected. He decided to continue to push forward, authoring PEP 751 last year, which was accepted at the end of March this year. The PEP calls for a new file format to record your project’s dependencies. The goal was to have a standardized immutable record for what should be installed to reproduce your project in a virtual environment. He discusses working with other packaging projects and the compromises involved in creating a standard. Course Spotlight: Using the Python subprocess Module [https://realpython.com/courses/python-subprocess-module/] In this video course, you’ll learn how to use Python’s subprocess module to run and control external programs from your scripts. You’ll start with launching basic processes and progress to interacting with them as they execute. Topics: * 00:00:00 – Introduction * 00:02:38 – Brett’s roles within the Python community * 00:05:41 – How to move beyond requirement.txt? * 00:10:58 – What does the community use as project artifacts? * 00:15:28 – Building on the success of pyproject.toml * 00:17:44 – Introducing PEP 665 * 00:19:49 – Software Bills of Materials and security * 00:25:20 – Back to lock files and security * 00:31:08 – Video Course Spotlight * 00:32:27 – Not giving up on the idea * 00:34:01 – Leading into PEP 751 * 00:38:54 – Working toward a single multi-platform file * 00:43:02 – The final push * 00:48:54 – Leaving room for flexibility * 00:53:50 – And it’s done, PEP 751 accepted unconditionally * 00:58:06 – Keynote speaker at EuroPython 2025 * 00:58:45 – What are uv workspaces? * 01:01:02 – Considering the use of lock files in data science * 01:05:23 – Updates about Python for WASI and Emscripten * 01:13:51 – Clarification on WASI * 01:20:28 – Future conversation about Python launcher * 01:23:04 – What are you excited about in the world of Python? * 01:24:25 – What do you want to learn next? * 01:28:41 – What’s the best way to follow your work online? * 01:31:00 – Thanks and goodbye Show Links: * Tall, Snarky Canadian [https://snarky.ca/] * BREAKING: Guido van Rossum Returns as Python’s BDFL - YouTube [https://www.youtube.com/watch?v=wgxBHuUOmjA] * Python Packaging User Guide [https://packaging.python.org/en/latest/] * PEP 751 – A file format to record Python dependencies for installation reproducibility [https://peps.python.org/pep-0751/] * PEP 665 – A file format to list Python dependencies for reproducibility of an application [https://peps.python.org/pep-0665/#file-format] * pylock.toml Specification - Python Packaging User Guide [https://packaging.python.org/en/latest/specifications/pylock-toml/#pylock-toml-spec] * Inline script metadata - Python Packaging User Guide [https://packaging.python.org/en/latest/specifications/inline-script-metadata/] * PEP 723 – Inline script metadata [https://peps.python.org/pep-0723/] * Using workspaces - uv [https://docs.astral.sh/uv/concepts/projects/workspaces/] * Do you have a flag? - Eddie Izzard - YouTube [https://www.youtube.com/watch?v=UTduy7Qkvk8] * OpenBLAS : An optimized BLAS library [http://www.openmathlib.org/OpenBLAS/] * EuroPython 2025 - July 14 to 20, 2025 - Prague, Czech Republic & Remote [https://ep2025.europython.eu/] * Bytecode Alliance [https://bytecodealliance.org/] * Recent conversations - Bytecode Alliance - Zulip [https://bytecodealliance.zulipchat.com/] * My impressions of Gleam [https://snarky.ca/my-impressions-of-gleam/] * My impressions of ReScript [https://snarky.ca/my-impressions-of-rescript/] * Python on Exercism [https://exercism.org/tracks/python] * Brett Cannon’s Films - Letterboxd [https://letterboxd.com/nothingbutsnark/films/] * Media I Like - Open Source by Brett Cannon [https://opensource.snarky.ca/About+Me/Media+I+Like] * Brett Cannon (@snarky.ca) — Bluesky [https://bsky.app/profile/snarky.ca] * Brett Cannon (@brettcannon@fosstodon.org) - Fosstodon [https://fosstodon.org/@brettcannon] Level up your Python skills with our expert-led courses: * Python Basics Exercises: Installing Packages With pip [https://realpython.com/courses/basics-exercises-install-packages-with-pip/] * Everyday Project Packaging With pyproject.toml [https://realpython.com/courses/packaging-with-pyproject-toml/] * Using the Python subprocess Module [https://realpython.com/courses/python-subprocess-module/] Support the podcast & join our community of Pythonistas [https://realpython.com/join]

Are you looking for some projects where you can practice your Python skills? Would you like to experiment with building a generative AI app or an automated knowledge graph sentiment analysis tool? This week on the show, we speak with Raymond Camden about his journey into Python, his work in developer relations, and the Python projects featured on his blog. Raymond is a developer evangelist and advocate who works with APIs, AI, and the web. He’s been expanding his developer knowledge by learning Python and documenting his journey through his blog and with the live-streaming show Code Break. We discuss a couple of his recent Python projects. The first is building a resume review and revision system with generative AI and Flask. The other project uses Diffbot’s knowledge graph and Pipedream’s workflow tools to create an automated sentiment analysis tool. This episode is sponsored by AMD. Course Spotlight: What Can You Do With Python? [https://realpython.com/courses/what-can-you-do-with-python/] In this video course, you’ll find a set of guidelines that will help you start applying your Python skills to solve real-world problems. By the end, you’ll be able to answer the question, “What can you do with Python?” Topics: * 00:00:00 – Introduction * 00:03:15 – Programming background and learning Python * 00:07:59 – What’s been hard about learning a new language? * 00:09:26 – Learning pip, managing packages, and suggesting uv * 00:12:26 – Developer relations and sharing knowledge * 00:14:40 – Sponsor: AMD - AIatAMD * 00:15:17 – Moving things from Code Break to the blog * 00:17:27 – Building a resume review and revise system with Gen AI * 00:31:58 – Video Course Spotlight * 00:33:16 – Adding the revision step * 00:35:59 – Exploring code assistance * 00:38:52 – Changing into the developer relations role * 00:41:40 – Using Diffbot and Pipedream for sentiment analysis project * 00:48:06 – Pipedream workflow with Python scripts * 00:53:28 – What are you excited about in the world of Python? * 00:55:45 – What do you want to learn next? * 00:57:45 – How can people follow your work online? * 00:58:03 – Thanks and goodbye Show Links: * Raymond Camden [https://www.raymondcamden.com/] * Code Break - CFE.dev [https://cfe.dev/talkshow/code-break/] * Exploring AI with Gemini and Transformers.js - CFE.dev [https://cfe.dev/talkshows/codebreak-02042025/] * Building a Resume Review and Revise System with Generative AI and Flask [https://www.raymondcamden.com/2025/02/05/building-a-resume-review-and-revise-system-with-generative-ai-and-flask] * Flask Quickstart - Flask Documentation [https://flask.palletsprojects.com/en/stable/quickstart/] * Get a Gemini API key - Google AI for Developers [https://ai.google.dev/gemini-api/docs/api-key] * Automating and Responding to Sentiment Analysis with Diffbot’s Knowledge Graph [https://www.raymondcamden.com/2025/03/10/automating-and-responding-to-sentiment-analysis-with-diffbots-knowledge-graph] * Diffbot - Knowledge Graph, AI Web Data Extraction and Crawling [https://www.diffbot.com/] * Python Posts - Raymond Camden (27 Posts) [https://www.raymondcamden.com/tags/python] * Pipedream - Connect APIs, AI, databases, and more [https://pipedream.com/] * Geolocating a Folder of Images with Python [https://www.raymondcamden.com/2025/03/20/geolocating-a-folder-of-images-with-python] * Mastering Google Fu: An Expert’s Guide To Advanced Search Techniques [https://expertbeacon.com/mastering-google-fu-an-experts-guide-to-advanced-search-techniques/] * uv - Astral [https://docs.astral.sh/uv/] * Managing Python Projects With uv: An All-in-One Solution – Real Python [https://realpython.com/python-uv/] * Episode #238: Charlie Marsh: Accelerating Python Tooling With Ruff and uv – The Real Python Podcast [https://realpython.com/podcasts/rpp/238/] * marimo - A next-generation Python notebook [https://marimo.io/] * Episode #230: marimo: Reactive Notebooks and Deployable Web Apps in Python [https://realpython.com/podcasts/rpp/230/] * Drumeo - Reach your drumming goals [https://www.drumeo.com/] * Jess Bowen Hears Rage Against The Machine For The First Time - YouTube [https://www.youtube.com/watch?v=gSX7D-dJRBo] * REAL ID - Homeland Security [https://www.dhs.gov/real-id] * PyCon US 2025 [https://us.pycon.org/2025/] * Raymond Camden - LinkedIn [https://www.linkedin.com/in/raymondcamden/] * Raymond Camden (@raymondcamden@mastodon.social) - Mastodon [https://mastodon.social/@raymondcamden] Level up your Python skills with our expert-led courses: * Creating a Scalable Flask Web Application From Scratch [https://realpython.com/courses/create-scalable-flask-web-app/] * Python Basics: Installing Packages With pip [https://realpython.com/courses/python-pip-install/] * What Can You Do With Python? [https://realpython.com/courses/what-can-you-do-with-python/] Support the podcast & join our community of Pythonistas [https://realpython.com/join]