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Talk Python To Me podcast

…

Talk Python To Me

…

·

  Michael Kennedy  

Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.

Talk Python to Me is a weekly podcast hosted by developer and entrepreneur Michael Kennedy. We dive deep into the popular packages and software developers, data scientists, and incredible hobbyists doing amazing things with Python. If you're new to Python, you'll quickly learn the ins and outs of the community by hearing from the leaders. And if you've been Pythoning for years, you'll learn about your favorite packages and the hot new ones coming out of open source.

 

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#484

#485: Secure coding for Python with SheHacksPurple

What do developers need to know about AppSec and building secure software? We have Tonya Janca (AKA SheHacksPurple) on the show to tell us all about it. We talk about what developers should expect from threat modeling events as well as concrete tips for security your apps and services. Episode sponsors <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/bluehost'>Bluehost</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Tanya on X: [@shehackspurple] (https://x.com/shehackspurple?featured_on=talkpython) She Hacks Purple website: [shehackspurple.ca] (https://shehackspurple.ca/?featured_on=talkpython) White House recommends memory safe languages: [whitehouse.gov] (https://www.whitehouse.gov/oncd/briefing-room/2024/02/26/press-release-technical-report/?featured_on=talkpython) Python Developer Survey Results: [jetbrains.com] (https://lp.jetbrains.com/python-developers-survey-2023/?featured_on=talkpython) Bandit: [github.com] (https://github.com/PyCQA/bandit?featured_on=talkpython) Semgrep Academy: [academy.semgrep.dev] (https://academy.semgrep.dev/?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=ocnFl_Nt-ic) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/485/secure-coding-for-python-with-shehackspurple) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

15 Nov 2024

1 HR 09 MINS

1:09:28

15 Nov 2024

#483

#484: From React to a Django+HTMX based stack

Have you heard about HTMX? We've discussed it a time or two on this show. We're back with another episode on HTMX, this time with a real-world success story and lessons learned. We have Sheena O'Connell on to tell us how she moved from a React-Django app to pure Django with HTMX. Episode sponsors <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/bluehost'>Bluehost</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Sheena O'Connell: [sheenaoc.com] (https://www.sheenaoc.com?featured_on=talkpython) An HTMX success story essay: [sheenaoc.com] (https://www.sheenaoc.com/articles/2024-06-30-htmx?featured_on=talkpython) Sheena's HTMX Workshop: [prelude.tech - discount code: talk_python] (https://prelude.tech/upcoming_workshops?featured_on=talkpython) Talk Python's HTMX Courses HTMX + Flask course: [training.talkpython.fm] (https://training.talkpython.fm/courses/htmx-flask-modern-python-web-apps-hold-the-javascript) HTMX + Django course: [training.talkpython.fm] (https://training.talkpython.fm/courses/htmx-django-modern-python-web-apps-hold-the-javascript) Build An Audio AI App course: [training.talkpython.fm] (https://training.talkpython.fm/courses/build-an-audio-ai-app-with-python-and-assemblyai) HTMX: [htmx.org] (https://htmx.org?featured_on=talkpython) Playwright: [playwright.dev] (https://playwright.dev?featured_on=talkpython) django-template-partials: [github.com] (https://github.com/carltongibson/django-template-partials?featured_on=talkpython) Michael's jinja_partials: [github.com] (https://github.com/mikeckennedy/jinja_partials?featured_on=talkpython) django-guardian: [github.com] (https://github.com/django-guardian/django-guardian?featured_on=talkpython) Talk Python Courses HTMX Example: [training.talkpython.fm/courses/all] (https://training.talkpython.fm/courses/all) Alpine.js: [alpinejs.dev] (https://alpinejs.dev?featured_on=talkpython) David Guillot SaaS video: [youtube.com] (https://www.youtube.com/watch?v=3GObi93tjZI) awesome-htmx: [github.com] (https://github.com/rajasegar/awesome-htmx?featured_on=talkpython) Guild of Educators: [guildofeducators.org] (https://guildofeducators.org?featured_on=talkpython) The big rewrite song: [youtube.com] (https://www.youtube.com/watch?v=xCGu5Z_vaps) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=ZTAEkPRNbi4) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/484/from-react-to-a-django-htmx-based-stack) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

05 Nov 2024

57 MINS

57:44

05 Nov 2024

#482

#483: Reflex Framework: Frontend, Backend, Pure Python

Let's say you want to create a web app and you know Python really well. Your first thought might be Flask or Django or even FastAPI? All good choices but there is a lot to get a full web app into production. The framework we'll talk about today, Reflex, allows you to just write Python code and it turns it into a full web app running FastAPI, NextJS, React and more plus it handles the deployment for you. It's a cool idea. Let's talk to Elvis Kahoro and Nikhil Rao from Reflex.dev. Episode sponsors <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/bluehost'>Bluehost</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Elvis: [github.com] (https://github.com/elviskahoro?featured_on=talkpython) Nikhil: [github.com] (https://github.com/picklelo?featured_on=talkpython) Reflex Framework: [reflex.dev] (https://reflex.dev?featured_on=talkpython) Reflex source: [github.com] (https://github.com/reflex-dev/reflex?featured_on=talkpython) Reflex docs: [reflex.dev] (https://reflex.dev/docs/library/?featured_on=talkpython) Reflex Roadmap: [github.com] (https://github.com/reflex-dev/reflex/issues/2727?featured_on=talkpython) AG Grid: [ag-grid.com] (https://www.ag-grid.com?featured_on=talkpython) Warp terminal: [warp.dev] (https://www.warp.dev?featured_on=talkpython) A Stroll Down Startup Lane episode: [talkpython.fm] (https://talkpython.fm/episodes/show/414/a-stroll-down-startup-lane) PuePy: Reactive frontend framework in Python episode: [talkpython.fm] (https://talkpython.fm/episodes/show/469/puepy-reactive-frontend-framework-in-python) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=5Mkq5gWx_gA) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/483/reflex-framework-frontend-backend-pure-python) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

29 Oct 2024

1 HR 03 MINS

1:03:05

29 Oct 2024

#481

#482: Pre-commit Hooks for Python Devs

Do you struggle to make sure your code is always correct before you check it in? What about your team members' code? That one person who never wants to run the linter? Tired of dealing with tons of conflicts and spurious git changes? You need git pre-commit hooks. We're lucky to have Stefanie Molin on this episode who has done a bunch of writing and teaching of git hooks. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/bluehost'>Bluehost</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Stefanie Molin: [stefaniemolin.com] (https://stefaniemolin.com/?featured_on=talkpython) Talk Python Blog: [talkpython.fm/blog] (https://talkpython.fm/blog/) How to Set Up Pre-Commit Hooks: [stefaniemolin.com] (https://stefaniemolin.com/articles/devx/pre-commit/setup-guide/?featured_on=talkpython) Common Pre-Commit Errors and How to Solve Them: [stefaniemolin.com] (https://stefaniemolin.com/articles/devx/pre-commit/troubleshooting-guide/?featured_on=talkpython) A Behind-the-Scenes Look at How Pre-Commit Works: [stefaniemolin.com] (https://stefaniemolin.com/articles/devx/pre-commit/behind-the-scenes/?featured_on=talkpython) Pre-Commit Hook Creation Guide: [stefaniemolin.com] (https://stefaniemolin.com/articles/devx/pre-commit/hook-creation-guide/?featured_on=talkpython) (Pre-)Commit to Better Code Workshop: [stefaniemolin.com] (https://stefaniemolin.com/workshops/pre-commit-workshop/?featured_on=talkpython) exif-stripper: [stefaniemolin.com] (https://stefaniemolin.com/articles/devx/pre-commit/exif-stripper/?featured_on=talkpython) exif-stripper on GitHub: [github.com] (https://github.com/stefmolin/exif-stripper?featured_on=talkpython) docstring-validation-using-pre-commit-hook: [numpydoc.readthedocs.io] (https://numpydoc.readthedocs.io/en/latest/validation.html#docstring-validation-using-pre-commit-hook) Data Morph: Moving Beyond the Datasaurus Dozen: [stefaniemolin.com] (https://stefaniemolin.com/articles/data-science/introducing-data-morph/?featured_on=talkpython) Data Morph on GitHub: [github.com] (https://github.com/stefmolin/data-morph?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=EzlzX1OL92w) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/482/pre-commit-hooks-for-python-devs) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

24 Oct 2024

1 HR 10 MINS

1:10:20

24 Oct 2024

#480

#481: Python Opinions and Zeitgeist with Hynek

Hynek has been writing and speaking on some of the most significant topics in the Python space and I've enjoyed his takes. So I invited him on the show to share them with all of us. This episode really epitomizes one of the reasons I launched Talk Python 9 years ago. It's as if we run into each other at a bar during a conference and I ask Hynek, "So what are your thoughts on ..." and we dive down the rabbit hole for an hour. I hope you enjoy it. Episode sponsors <a href='https://talkpython.fm/workos'>WorkOS</a> <a href='https://talkpython.fm/bluehost'>Bluehost</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Hynek Schlawack on Mastodon: [@hynek] (https://mastodon.social/@hynek?featured_on=talkpython) Why I Still Use Python Virtual Environments in Docker: [hynek.me] (https://hynek.me/articles/docker-virtualenv/?featured_on=talkpython) Production-ready Python Docker Containers with uv: [hynek.me] (https://hynek.me/articles/docker-uv/?featured_on=talkpython) Attrs: [github.com] (https://github.com/python-attrs/attrs?featured_on=talkpython) uv: [astral.sh] (https://docs.astral.sh/uv/?featured_on=talkpython) What’s New In Python 4: [python.org] (https://docs.python.org/3.13/whatsnew/3.13.html?featured_on=talkpython) BusyBox: [busybox.net] (https://www.busybox.net?featured_on=talkpython) Hynek's YouTube Channel: [youtube.com] (https://www.youtube.com/@The_Hynek) MOPUp for macOS: [github.com] (https://github.com/glyph/MOPUp?featured_on=talkpython) Homebrew Python Is Not For You: [justinmayer.com] (https://justinmayer.com/posts/homebrew-python-is-not-for-you/?featured_on=talkpython) argon2-cffi: Argon2 for Python: [github.com] (https://github.com/hynek/argon2-cffi?featured_on=talkpython) pytest-freethreaded: [github.com] (https://github.com/tonybaloney/pytest-freethreaded?featured_on=talkpython) LM Studio: [lmstudio.ai] (https://lmstudio.ai?featured_on=talkpython) StackOverflow Trends Graph: [trends.stackoverflow.co] (https://trends.stackoverflow.co/?tags=java,c,python,c%23,vb.net,javascript,assembly,php,perl,ruby,swift,r,objective-c&featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=Tdt4Xa5sCik) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/481/python-opinions-and-zeitgeist-with-hynek) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

17 Oct 2024

1 HR 03 MINS

1:03:00

17 Oct 2024

#479

#480: Ahoy, Narwhals are bridging the data science APIs

If you work in data science, you definitely know about data frame libraries. Pandas is certainly the most popular, but there are others such as cuDF, Modin, Polars, Dask, and more. They are all similar but definitely not the same APIs and Polars is quite different. But here's the problem. If you want to write a library that is for users of more than one of these data frame frameworks, how do you do that? Or if you want to leave open the possibility of changing yours after the app is built, same problem. That's the problem that Narwhals solves. We have Marco Gorelli on the show to tell us all about it. Episode sponsors <a href='https://talkpython.fm/workos'>WorkOS</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Marco Gorelli: [@marcogorelli] (https://fosstodon.org/@marcogorelli) Marco on LinkedIn: [linkedin.com] (https://www.linkedin.com/in/marcogorelli/?featured_on=talkpython) Narwhals: [github.io] (https://narwhals-dev.github.io/narwhals/?featured_on=talkpython) Narwhals on Github: [github.com] (https://github.com/narwhals-dev/narwhals?featured_on=talkpython) DuckDB: [duckdb.org] (https://duckdb.org?featured_on=talkpython) Ibis: [ibis-project.org] (https://ibis-project.org?featured_on=talkpython) modin: [readthedocs.io] (https://modin.readthedocs.io/en/stable/?featured_on=talkpython) Pandas and Beyond with Wes McKinney: [talkpython.fm] (https://talkpython.fm/episodes/show/462/pandas-and-beyond-with-wes-mckinney) Polars: A Lightning-fast DataFrame for Python: [talkpython.fm] (https://talkpython.fm/episodes/show/402/polars-a-lightning-fast-dataframe-for-python-updated-audio) Polars: [pola.rs] (https://pola.rs?featured_on=talkpython) Pandas: [pandas.pydata.org] (https://pandas.pydata.org?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=FSH7BZ0tuE0) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/480/ahoy-narwhals-are-bridging-the-data-science-apis) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

09 Oct 2024

59 MINS

59:15

09 Oct 2024

#478

#479: Designing Effective Load Tests for Your Python App

You're about to launch your new app or API, or even just a big refactor of your current project. Will it stand up and deliver when you put it into production or when that big promotion goes live? Or will it wither and collapse? How would you know? Well you would test that of course. We have Anthony Shaw back on the podcast to dive into a wide range of tools and techniques for performance and loading testing of web apps. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/workos'>WorkOS</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Anthony on Twitter: [@anthonypjshaw] (https://twitter.com/anthonypjshaw?featured_on=talkpython) Anthony's PyCon Au Talk: [youtube.com] (https://www.youtube.com/watch?v=or3PbMGMz4o) locust load testing tool: [locust.io] (https://locust.io?featured_on=talkpython) playwright: [playwright.dev] (https://playwright.dev?featured_on=talkpython) mimesis: [github.com] (https://github.com/lk-geimfari/mimesis?featured_on=talkpython) mimesis providers: [mimesis.name] (https://mimesis.name/en/master/providers.html?featured_on=talkpython) vscode pets: [marketplace.visualstudio.com] (https://marketplace.visualstudio.com/items?itemName=tonybaloney.vscode-pets&featured_on=talkpython) vscode power-mode: [marketplace.visualstudio.com] (https://marketplace.visualstudio.com/items?itemName=hoovercj.vscode-power-mode&featured_on=talkpython) opentelemetry: [opentelemetry.io] (https://opentelemetry.io?featured_on=talkpython) uptime-kuma: [github.com] (https://github.com/louislam/uptime-kuma?featured_on=talkpython) Talk Python uptime / status: [talkpython.fm/status] (https://talkpython.fm/status) when your serverless computing bill goes parabolic...: [youtube.com] (https://www.youtube.com/watch?v=SCIfWhAheVw) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=W6UVq8zVtxU) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/479/designing-effective-load-tests-for-your-python-app) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

06 Oct 2024

59 MINS

59:06

06 Oct 2024

#477

#478: When and how to start coding with kids

Do you have kids? Maybe nieces and nephews? Or maybe you work in a school environment? Maybe it's just friend's who know you're a programmer and ask about how they should go about introducing programming concepts with them. Anna-Lena Popkes is back on the show to share her research on when and how to teach kids programming. We spend the second half of the episode talking about concrete apps and toys you might consider for each age group. Plus, some of these things are fun for adults too. ;) Episode sponsors <a href='https://talkpython.fm/workos'>WorkOS</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Anna-Lena: [alpopkes.com] (https://alpopkes.com?featured_on=talkpython) Magical universe repo: [github.com] (https://github.com/zotroneneis/magical_universe?featured_on=talkpython) Machine learning basics repo: [github.com] (https://github.com/zotroneneis/machine_learning_basics?featured_on=talkpython) PyData recording "when and how to start coding with kids": [youtube.com] (https://www.youtube.com/embed/aTum4tV4geY) Robots and devices Bee Bot: [terrapinlogo.com] (https://www.terrapinlogo.com/beebot-ss.html?featured_on=talkpython) Cubelets: [modrobotics.com] (https://modrobotics.com?featured_on=talkpython) BBC Microbit: [microbit.org] (https://microbit.org?featured_on=talkpython) RaspberryPi: [raspberrypi.com] (https://www.raspberrypi.com?featured_on=talkpython) Adafruit Qualia ESP32 for CircuitPython: [adafruit.com] (https://www.adafruit.com/product/5800?featured_on=talkpython) Zumi: [robolink.com] (https://www.robolink.com/products/zumi?featured_on=talkpython) Board games Think Fun Robot Turtles Board Game: [amazon.com] (https://www.amazon.com/Think-Fun-Turtles-Coding-Preschoolers/dp/B00HN2BXUY/?featured_on=talkpython) Visual programming: Scratch Jr.: [scratchjr.org] (https://www.scratchjr.org?featured_on=talkpython) Scratch: [scratch.org] (https://www.scratch.org?featured_on=talkpython) Blocky: [google.com] (https://developers.google.com/blockly?featured_on=talkpython) Microbit's Make Code: [microbit.org] (https://makecode.microbit.org?featured_on=talkpython) Code Club: [codeclubworld.org] (https://codeclubworld.org?featured_on=talkpython) Textual programming Code Combat: [codecombat.com] (https://codecombat.com?featured_on=talkpython) Hedy: [hedycode.com] (https://www.hedycode.com?featured_on=talkpython) Anvil: [anvil.works] (https://anvil.works?featured_on=talkpython) Coding classes / summer camps (US) Portland Community College Summer Teen Program: [pcc.edu] (https://www.pcc.edu/community/special-classes/teen/?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=bPaseFf1Hio) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/478/when-and-how-to-start-coding-with-kids) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

25 Sep 2024

54 MINS

54:25

25 Sep 2024

#476

#477: Awesome Text Tricks with NLP and spaCy

Do you have text that you want to process automatically? Maybe you want to pull out key products or topics of conversation? Maybe you want to get the sentiment? The possibilities are many with this week's topic: NLP with spaCy and Python. Our guest, Vincent D. Warmerdam, has worked on spaCy and other tools at Explosion AI and he's here to give us his tips and tricks for working with text from Python. Episode sponsors <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Course: Getting Started with NLP and spaCy: [talkpython.fm] (https://training.talkpython.fm/courses/getting-started-with-spacy) Vincent on X: [@fishnets88] (https://x.com/fishnets88?featured_on=talkpython) Vincent on Mastodon: [@koaning] (https://fosstodon.org/@koaning) Programmable Keyboards on CalmCode: [youtube.com] (https://www.youtube.com/playlist?list=PLGj5nRqy15j93TD0iReqfLL9lU1lZFEs6) Sample Space Podcast: [youtube.com] (https://www.youtube.com/playlist?list=PLSIzlWDI17bRULf7X_55ab7THqA9TJPxd) spaCy: [spacy.io] (https://spacy.io?featured_on=talkpython) Course: Build An Audio AI App: [talkpython.fm] (https://training.talkpython.fm/courses/build-an-audio-ai-app-with-python-and-assemblyai) Lemma example: [github.com] (https://github.com/talkpython/audio-ai-with-assemblyai-course/blob/d5418ec26b4e8d9e524f2dedfc5c93c6edc817b8/code/02_feature_search/src/services/search_service.py#L80) Code for spaCy course: [github.com] (https://github.com/talkpython/nlp-with-python-and-spacy-course) Python Bytes transcripts: [github.com] (https://github.com/mikeckennedy/python_bytes_show_notes?featured_on=talkpython) scikit-lego: [github.com] (https://github.com/koaning/scikit-lego?featured_on=talkpython) Projects that import "this": [calmcode.io] (https://calmcode.io/til/python-import-this?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=AE7FPjaVNN0) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/477/awesome-text-tricks-with-nlp-and-spacy) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

20 Sep 2024

1 HR 03 MINS

1:03:47

20 Sep 2024

#475

#476: Unified Python packaging with uv

A couple of weeks ago, Charlie Marsh and the folks at Astral made another big splash with a major release of uv called "uv: Unified Python packaging" which has many far reaching features. We had to have Charlie on the show to give us the inside look into this development. Let's get to it. Episode sponsors <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Charlie Marsh on Twitter: [@charliermarsh] (https://twitter.com/charliermarsh?featured_on=talkpython) Charlie Marsh on Mastodon: [@charliermarsh] (https://hachyderm.io/@charliermarsh?featured_on=talkpython) Episode follow up: Wrote up how we use uv at Talk Python: [mkennedy.codes] (https://mkennedy.codes/posts/python-docker-images-using-uv-s-new-python-features/?featured_on=talkpython) uv: Unified Python packaging: [astral.sh] (https://astral.sh/blog/uv-unified-python-packaging?featured_on=talkpython) Python executable management: [astral.sh] (https://docs.astral.sh/uv/concepts/python-versions/?featured_on=talkpython) Projects: [astral.sh] (https://docs.astral.sh/uv/concepts/projects/?featured_on=talkpython) Tools: [astral.sh] (https://docs.astral.sh/uv/concepts/tools/?featured_on=talkpython) Scripts: [astral.sh] (https://docs.astral.sh/uv/guides/scripts/?featured_on=talkpython) Rye and uv: August is Harvest Season for Python Packaging: [lucumr.pocoo.org] (https://lucumr.pocoo.org/2024/8/21/harvest-season/?featured_on=talkpython) Python Build Standalone releases: [github.com] (https://github.com/indygreg/python-build-standalone/releases?featured_on=talkpython) Rules: [astral.sh] (https://docs.astral.sh/ruff/rules/?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=oj8yk0Y-Ky0) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/476/unified-python-packaging-with-uv) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

04 Sep 2024

1 HR 12 MINS

1:12:59

04 Sep 2024

#474

#475: Python Language Summit 2024

Every year the core developers meet to discuss and propose the major changes and trends in Python itself. This invite-only conference of about 50 people happens inside PyCon in the US. Because it's private, we rarely get detailed looks inside this event. On this episode, we have Seth Michael Larson here to give us his account of the sessions and proposals. It's a unique look into the zeitgeist of CPython. Episode sponsors <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Seth on Mastodon: [@sethmlarson@fosstodon.org] (https://fosstodon.org/@sethmlarson) Seth on Twitter: [@sethmlarson] (https://twitter.com/sethmlarson?featured_on=talkpython) Seth on Github: [github.com] (https://github.com/sethmlarson?featured_on=talkpython) The Python Language Summit 2024: [blogspot.com] (https://pyfound.blogspot.com/2024/06/python-language-summit-2024.html?featured_on=talkpython) PEP 2026: Calendar versioning for Python: [github.com] (https://github.com/python/peps/pull/3834?featured_on=talkpython) PSF authorized as a CVE Numbering Authority: [python.org] (https://discuss.python.org/t/the-python-software-foundation-has-been-authorized-by-the-cve-program-as-a-cve-numbering-authority-cna/32561?featured_on=talkpython) Recommends Memory-Safe Programming Languages: [blogspot.com] (https://pyfound.blogspot.com/2024/02/white-house-recommends-.html?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=_SdgRaZB8qU) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/475/python-language-summit-2024) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

24 Aug 2024

1 HR 01 MINS

1:01:24

24 Aug 2024

#473

#474: Python Performance for Data Science

Python performance has come a long way in recent times. And it's often the data scientists, with their computational algorithms and large quantities of data, who care the most about this form of performance. It's great to have Stan Seibert back on the show to talk about Python's performance for data scientists. We cover a wide range of tools and techniques that will be valuable for many Python developers and data scientists. Episode sponsors <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Stan on Twitter: [@seibert] (https://twitter.com/seibert?featured_on=talkpython) Anaconda: [anaconda.com] (https://www.anaconda.com?featured_on=talkpython) High Performance Python with Numba training: [learning.anaconda.cloud] (https://bit.ly/3y03dK6?featured_on=talkpython) PEP 0703: [peps.python.org] (https://peps.python.org/pep-0703/?featured_on=talkpython) Python 3.13 gets a JIT: [tonybaloney.github.io] (https://tonybaloney.github.io/posts/python-gets-a-jit.html?featured_on=talkpython) Numba: [numba.pydata.org] (https://numba.pydata.org?featured_on=talkpython) LanceDB: [lancedb.com] (https://lancedb.com?featured_on=talkpython) Profiling tips: [docs.python.org] (https://docs.python.org/3/library/profile.html?featured_on=talkpython) Memray: [github.com] (https://github.com/bloomberg/memray?featured_on=talkpython) Fil: a Python memory profiler for data scientists and scientists: [pythonspeed.com] (https://pythonspeed.com/articles/memory-profiler-data-scientists/?featured_on=talkpython) Rust: [rust-lang.org] (https://www.rust-lang.org?featured_on=talkpython) Granian Server: [github.com] (https://github.com/emmett-framework/granian/blob/master/benchmarks/vs.md?featured_on=talkpython) PIXIE at SciPy 2024: [github.com] (https://github.com/numba/pixie/blob/main/scipy2024/README.rst?featured_on=talkpython) Free threading Progress: [py-free-threading.github.io] (https://py-free-threading.github.io/?featured_on=talkpython) Free Threading Compatibility: [py-free-threading.github.io] (https://py-free-threading.github.io/tracking/?featured_on=talkpython) caniuse.com: [caniuse.com] (https://caniuse.com/?search=webworkers&featured_on=talkpython) SPy, presented at PyCon 2024: [us.pycon.org] (https://us.pycon.org/2024/schedule/presentation/70/?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=WacFkcNIKxc) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/474/python-performance-for-data-science) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

19 Aug 2024

1 HR 08 MINS

1:08:23

19 Aug 2024

#472

#473: Being a developer with ADHD

Do you feel like ADHD is holding you back? Maybe you don't personally have ADHD but you work with folks who do and you'd like to support them better. Either way, how ADHD interplays with programming and programmers is pretty fascinating. On this episode we have Chris Ferdinandi who himself has ADHD and has written a lot about it to share his journey and his advice for thriving with ADHD as a programmer or data scientist. Episode sponsors <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Chris on Mastodon: [@cferdinandi] (https://mastodon.social/@cferdinandi?featured_on=talkpython) ADHD FTW Talk Python Page: [adhdftw.com] (https://adhdftw.com/talk-python/?featured_on=talkpython) Building a Second Brain: [buildingasecondbrain.com] (https://www.buildingasecondbrain.com?featured_on=talkpython) Building a Second Brain Book: [buildingasecondbrain.com] (https://www.buildingasecondbrain.com/book?featured_on=talkpython) White Collar Jobs are Just Meetings: [theatlantic.com] (https://www.theatlantic.com/ideas/archive/2024/07/white-collar-meetings-more-frequent/678941/?featured_on=talkpython) Article with Fighting Duck-Sized Horses Agile: [mensurdurakovic.com] (https://www.mensurdurakovic.com/hard-to-swallow-truths-they-wont-tell-you-about-software-engineer-job/?featured_on=talkpython) Nothing Phone: [nothing.tech] (https://us.nothing.tech/pages/phone-2?featured_on=talkpython) Apple Watch: [apple.com] (https://www.apple.com/watch/?featured_on=talkpython) Todoist: [todoist.com] (https://todoist.com?featured_on=talkpython) Anytype (open source Notion): [anytype.io] (https://anytype.io?featured_on=talkpython) Obsidian: [obsidian.md] (https://obsidian.md?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=A__7VFjPd9M) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/473/being-a-developer-with-adhd) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

02 Aug 2024

1 HR 00 MINS

1:00:32

02 Aug 2024

#471

#472: State of Flask and Pallets in 2024

Flask is one of the most important Python web frameworks and powers a bunch of the internet. David Lord, Flask's lead maintainer is here to give us an update on the state of Flask and Pallets in 2024. If you care about where Flask is and where it's going, you'll definitely want to listen in. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show David on Mastodon: [@davidism] (https://mas.to/@davidism?featured_on=talkpython) David on X: [@davidism] (https://twitter.com/davidism?featured_on=talkpython) State of Pallets 2024 FlaskCon Talk: [youtube.com] (https://www.youtube.com/watch?v=TYeMf0bCbr8) FlaskCon: [flaskcon.com] (https://flaskcon.com/2024/?featured_on=talkpython) FlaskCon 2024 Talks: [youtube.com] (https://www.youtube.com/playlist?list=PL-MSuSC-Kjb6n0HsxU_knxCOLuToQm44z) Pallets Discord: [discord.com] (https://discord.com/invite/pallets?featured_on=talkpython) Pallets Eco: [github.com] (https://github.com/pallets-eco?featured_on=talkpython) JazzBand: [jazzband.co] (https://jazzband.co?featured_on=talkpython) Pallets Github Org: [github.com] (https://github.com/pallets?featured_on=talkpython) Jinja: [github.com] (https://github.com/pallets/jinja?featured_on=talkpython) Click: [github.com] (https://github.com/pallets/click?featured_on=talkpython) Werkzeug: [github.com] (https://github.com/pallets/werkzeug?featured_on=talkpython) MarkupSafe: [github.com] (https://github.com/pallets/markupsafe?featured_on=talkpython) ItsDangerous: [github.com] (https://github.com/pallets/itsdangerous?featured_on=talkpython) Quart: [github.com] (https://github.com/pallets/quart?featured_on=talkpython) pypistats: [pypistats.org] (https://pypistats.org/packages/flask?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=EvNx5fwcib0) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/472/state-of-flask-and-pallets-in-2024) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

26 Jul 2024

1 HR 01 MINS

1:01:33

26 Jul 2024

#470

#471: Learning and teaching Pandas

If you want to get better at something, often times the path is pretty clear. If you get better at swimming, you go to the pool and practice your strokes and put in time doing the laps. If you want to get better at mountain biking, hit the trails and work on drills focusing on different aspects of riding. You can do the same for programming. Reuven Lerner is back on the podcast to talk about his book Pandas Workout. We dive into strategies for learning Pandas and Python as well as some of his workout exercises. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/scalablepath'>Scalable Path</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Reuven Lerner on Twitter: [@reuvenmlerner] (https://twitter.com/reuvenmlerner?featured_on=talkpython) Pandas Workout Book: [manning.com] (https://www.manning.com/books/pandas-workout?featured_on=talkpython) Bamboo Weekly: Solar eclipse: [bambooweekly.com] (https://www.bambooweekly.com/bw-61-solar-eclipse/?featured_on=talkpython) Bamboo Weekly: Avocado hand: [bambooweekly.com] (https://www.bambooweekly.com/bw-73-avocado-hand/?featured_on=talkpython) Scaling data science across Python and R: [talkpython.fm] (https://talkpython.fm/episodes/show/236/scaling-data-science-across-python-and-r) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=x1-t4xRS9XA) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/471/learning-and-teaching-pandas) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

22 Jul 2024

1 HR 04 MINS

1:04:14

22 Jul 2024

#469

#470: Python in Medicine and Patient Care

Python is special. It's used by the big tech companies but also by those you would rarely classify as developers. On this episode, we get a look inside how Python is being used at a Children's Hospital to speed and improve patient care. We have Dr. Somak Roy here to share how he's using Python in his day to day job to help kids get well a little bit faster. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Somak Roy: [linkedin.com] (https://www.linkedin.com/in/somak-roy-1034bb48/?featured_on=talkpython) Cincinnati Children's Hospital: [cincinnatichildrens.org] (https://www.cincinnatichildrens.org?featured_on=talkpython) CNVkit: Genome-wide copy number: [readthedocs.io] (https://cnvkit.readthedocs.io/en/stable/?featured_on=talkpython) cnaplotr: [github.com] (https://github.com/roysomak4/cnaplotr?featured_on=talkpython) hgvs: [readthedocs.io] (https://hgvs.readthedocs.io/en/stable/?featured_on=talkpython) openpyxl: [readthedocs.io] (https://openpyxl.readthedocs.io/en/stable/?featured_on=talkpython) Hera is an Argo Python SDK: [github.com] (https://github.com/argoproj-labs/hera?featured_on=talkpython) insiM: in silico Mutator software for bioinformatics: [github.com] (https://github.com/thesushantpatil/insiM?featured_on=talkpython) Bamsurgeon: [github.com] (https://github.com/adamewing/bamsurgeon?featured_on=talkpython) pysam - An interface for reading and writing SAM files: [readthedocs.io] (https://niyunyun-pysam-fork.readthedocs.io/en/latest/api.html?featured_on=talkpython) Scientists rename human genes to stop Microsoft Excel from misreading them as dates: [theverge.com] (https://www.theverge.com/2020/8/6/21355674/human-genes-rename-microsoft-excel-misreading-dates?featured_on=talkpython) BioPython: [biopython.org] (https://biopython.org?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=L6AAOmob07o) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/470/python-in-medicine-and-patient-care) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

12 Jul 2024

1 HR 19 MINS

1:19:04

12 Jul 2024

#468

#469: PuePy: Reactive frontend framework in Python

Python is one of the most popular languages of the current era. It dominates data science, it an incredible choice for web development, and its many people's first language. But it's not super great on front-end programing, is it? Frameworks like React, Vue and other JavaScript frameworks rule the browser and few other languages even get a chance to play there. But with pyscript, which I've covered several times on this show, we have the possibility of Python on the front end. Yet it's not really a front end framework, just a runtime in the browser. That's why I'm excited to have Ken Kinder on the podcast to talk about his project PuePy, a reactive frontend framework in Python. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/code-comments'>Code Comments</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Michael's Code in a Castle Course: [talkpython.fm/castle] (https://talkpython.fm/castle) Ken Kinder: [@bouncing@twit.social] (https://twit.social/@bouncing?featured_on=talkpython) PuePy: [puepy.dev] (https://puepy.dev/?featured_on=talkpython) PuePy Docs: [docs.puepy.dev] (https://docs.puepy.dev/?featured_on=talkpython) PuePy on Github: [github.com] (https://github.com/kkinder/puepy?featured_on=talkpython) pyscript: [pyscript.net] (https://pyscript.net?featured_on=talkpython) VueJS: [vuejs.org] (https://vuejs.org?featured_on=talkpython) Hello World example: [docs.puepy.dev] (https://docs.puepy.dev/hello-world.html?featured_on=talkpython) Tutorial: [docs.puepy.dev] (https://docs.puepy.dev/tutorial.html?featured_on=talkpython) Tutorial running at pyscript.com: [pyscript.com] (https://pyscript.com/@kkinder/puepy-tutorial/latest?featured_on=talkpython) Micropython: [micropython.org] (https://micropython.org?featured_on=talkpython) Pyodide: [pyodide.org] (https://pyodide.org/en/stable/?featured_on=talkpython) PgQueuer: [github.com] (https://github.com/janbjorge/PgQueuer?featured_on=talkpython) Writerside: [jetbrains.com] (https://www.jetbrains.com/writerside/?featured_on=talkpython) Michael's PWA pyscript app: [github.com] (https://github.com/mikeckennedy/pyscript-pwa-example?featured_on=talkpython) Michael's demo of a PWA pyscript app: [youtube.com] (https://www.youtube.com/watch?v=lC2jUeDKv-s) Python iOS Web App with pyscript and offline PWAs video: [youtube.com] (https://www.youtube.com/watch?v=Nct0usblj64) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=-mbVh24qQmA) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/469/puepy-reactive-frontend-framework-in-python) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

08 Jul 2024

58 MINS

58:46

08 Jul 2024

#467

#468: Python Trends Episode 2024

I've gathered a group of Python experts who have been thinking deeply about where Python is going and who have lived through where it has been. This episode is all about near-term Python trends and things we each believe will be important to focus on as Python continues to grow. Our panelists are Jodie Burchell, Carol Willing, and Paul Everett. Episode sponsors <a href='https://talkpython.fm/code-comments'>Code Comments</a> <a href='https://talkpython.fm/posit'>Posit</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Shiny course at Talk Python: [talkpython.fm/shiny] (https://talkpython.fm/shiny) Jodie Burchell: [@t_redactyl] (https://twitter.com/t_redactyl?featured_on=talkpython) Carol on Mastodon: [@willingc@hachyderm.io] (https://hachyderm.io/@willingc?featured_on=talkpython) Paul Everitt: [@paulweveritt] (https://twitter.com/paulweveritt?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=7398lV5edDw) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/468/python-trends-episode-2024) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

01 Jul 2024

1 HR 05 MINS

1:05:37

01 Jul 2024

#466

#467: Data Science Panel at PyCon 2024

I have a special episode for you this time around. We're coming to you live from PyCon 2024. I had the chance to sit down with some amazing people from the data science side of things: Jodie Burchell, Maria Jose Molina-Contreras, and Jessica Greene. We cover a whole set of recent topics from a data science perspective. Though we did have to cut the conversation a bit short as they were coming from and go to talks they were all giving but it was still a pretty deep conversation. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/code-comments'>Code Comments</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Jodie Burchell: [@t_redactyl] (https://twitter.com/t_redactyl?featured_on=talkpython) Jessica Greene: [linkedin.com] (https://www.linkedin.com/in/jessica0greene?featured_on=talkpython) Maria Jose Molina-Contreras: [linkedin.com] (https://www.linkedin.com/in/mjmolinacontreras/?featured_on=talkpython) Talk Python's free Shiny course: [talkpython.fm/shiny] (https://talkpython.fm/shiny) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=QYiRrHnEomw) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/467/data-science-panel-at-pycon-2024) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

20 Jun 2024

34 MINS

34:40

20 Jun 2024

#465

#466: Pydantic Performance Tips

You're using Pydantic and it seems pretty straightforward, right? But could you adopt some simple changes to your code that would make it a lot faster and more efficient? Chances are, you'll find a couple of the tips from Sydney Runkle that will do just that. Join us to talk about Pydantic performance tips here on Talk Python. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/code-comments'>Code Comments</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Sydney Runkle: [linkedin.com] (https://www.linkedin.com/in/sydney-runkle-105a35190/?featured_on=talkpython) Pydantic: [pydantic.dev] (https://pydantic.dev/opensource?featured_on=talkpython) Performance docs: [docs.pydantic.dev] (https://docs.pydantic.dev/latest/concepts/performance/?featured_on=talkpython) Union tips: [docs.pydantic.dev] (https://docs.pydantic.dev/latest/concepts/unions/?featured_on=talkpython) Sydney's presentation slides: [docs.google.com] (https://docs.google.com/presentation/d/183bn9ecIzOOqfxanrESu7rBaKCI70CX0/edit?usp=sharing&ouid=117072411264002710561&rtpof=true&sd=true&featured_on=talkpython) JSON to Pydantic: [jsontopydantic.com] (https://jsontopydantic.com?featured_on=talkpython) Samuel talking FastUI: [talkpython.fm] (https://talkpython.fm/episodes/show/449/building-uis-in-python-with-fastui) CodeFlash: [codeflash.ai] (https://www.codeflash.ai?featured_on=talkpython) Codspeed: [codspeed.io] (https://codspeed.io?featured_on=talkpython) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=R8PL1snHgzY) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/466/pydantic-performance-tips) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

14 Jun 2024

1 HR 00 MINS

1:00:02

14 Jun 2024

#464

#465: The AI Revolution Won't Be Monopolized

There hasn't been a boom like the AI boom since the .com days. And it may look like a space destined to be controlled by a couple of tech giants. But Ines Montani thinks open source will play an important role in the future of AI. I hope you join us for this excellent conversation about the future of AI and open source. Episode sponsors <a href='https://talkpython.fm/sentry'>Sentry Error Monitoring, Code TALKPYTHON</a> <a href='https://talkpython.fm/porkbun'>Porkbun</a> <a href='https://talkpython.fm/training'>Talk Python Courses</a> Links from the show Ines Montani on Twitter: [@_inesmontani] (https://twitter.com/_inesmontani?featured_on=talkpython) spaCy: [spacy.io] (https://spacy.io?featured_on=talkpython) Prodigy App: [prodi.gy] (https://prodi.gy?featured_on=talkpython) Ines' presentation at PyCon Lithuania: [youtube.com] (https://www.youtube.com/watch?v=SsnDN7LI7IY) LM Studio: [lmstudio.ai] (https://lmstudio.ai?featured_on=talkpython) Little Bobby Tables: [xkcd.com] (https://xkcd.com/327/?featured_on=talkpython) spaCy and NLP course: [talkpython.fm] (https://talkpython.fm/spacy) Use my link to get your .app, .dev, or .foo domain for just $1 right now at Porkbun: [talkpython.fm/porkbun] (https://talkpython.fm/porkbun) Watch this episode on YouTube: [youtube.com] (https://www.youtube.com/watch?v=zaZrWZwKJH4) Episode transcripts: [talkpython.fm] (https://talkpython.fm/episodes/transcript/465/the-ai-revolution-wont-be-monopolized) --- Stay in touch with us --- Subscribe to us on YouTube: [youtube.com] (https://talkpython.fm/youtube) Follow Talk Python on Mastodon: [talkpython] (https://fosstodon.org/web/@talkpython) Follow Michael on Mastodon: [mkennedy] (https://fosstodon.org/web/@mkennedy) ... Read more

08 Jun 2024

1 HR 08 MINS

1:08:46

08 Jun 2024

#463

#464: Seeing code flows and generating tests with Kolo

See the full show notes for this episode on the website at [talkpython.fm/464] (https://talkpython.fm/464) ... Read more

29 May 2024

54 MINS

54:59

29 May 2024

#462

#463: Running on Rust: Granian Web Server

See the full show notes for this episode on the website at [talkpython.fm/463] (https://talkpython.fm/463) ... Read more

25 May 2024

1 HR 04 MINS

1:04:51

25 May 2024

#461

#462: Pandas and Beyond with Wes McKinney

See the full show notes for this episode on the website at [talkpython.fm/462] (https://talkpython.fm/462) ... Read more

15 May 2024

59 MINS

59:51

15 May 2024