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... Ver más
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... Ver más
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#416: Open Source Sports Analytics with PySport
If you're looking for fun data sets for learning, for teaching, maybe a conference talk, or even if you're just really into them, sports offers up a continuous stream of rich data that many people can relate to. Yet, accessing that data can be tricky. Sometimes it's locked away in obscure file formats. Other times, the data exists but without a clear API to access it. On this episode, we talk about PySport - something of an awesome list of a wide range of libraries (mostly but not all Python) for accessing a wide variety of sports data from the NFL, NBA, F1, and more. We have Koen Vossen, maintainer of PySport to talk through some of the more popular projects.
Links from the show
Koen on Twitter: @mr_le_fox
PySport on Twitter: @PySportOrg
Calling R from Python: medium.com
DuckDB: duckdb.org
PySport Playground: playground.pysport.org
NFLVerse: github.com
NBA Stats: nba.com
Sports Databases: opensource.pysport.org
Data sets: opensource.pysport.org
Visualizations: opensource.pysport.org
I/O: opensource.pysport.org
Models: opensource.pysport.org
Scrapers/APIs: opensource.pysport.org
Fast F1: docs.fastf1.dev
Fast F1 graphics: docs.fastf1.dev
Pysport Intro: pysport.org
New Talk Python Training Apps: talkpython.fm
Michael's blog post about the apps: mkennedy.codes
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
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Talk Python Training
22/5/2023
57:29
#415: Future of Pydantic and FastAPI
The release of Pydantic 2.0, its partial rewrite in Rust, and its refactoring into Pydantic core and top-level Pydantic in Python is big news. In fact, the alpha of Pydantic 2 was just released. Of course, these changes will have potentially wide ranging (and positive!) effects on libraries that are built upon Pydantic such as FastAPI, Beanie, and others. That's why this chance I had to catch up with Samuel Colvin from Pydantic and Sebastián Ramírez from FastAPI together, live from PyCon 2023. It's a super fun and wide ranging interview I'm sure you'll enjoy. Plus, there is a bit of an easter egg in the middle.
Links from the show
Sebastián Ramírez: @tiangolo
Samuel Colvin: @samuel_colvin
FastAPI: fastapi.tiangolo.com
Pydantic: pydantic.dev
Pydantic V2 Pre Release: pydantic.dev
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
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Talk Python Training
15/5/2023
50:05
#414: A Stroll Down Startup Lane
At PyCon 2023, there was a section of the expo floor dedicated to new Python-based companies called Startup Row. I wanted to bring their stories and the experience of talking with these new startups to you. So in this episode, we'll talk with founders from these companies for 5 to 10 minutes each.
Links from the show
Ponder: ponder.io
generally intelligent: generallyintelligent.com
Wherobots: wherobots.ai
Neptyne: neptyne.com
Nixtla: nixtla.io
Predibase: predibase.com
Pynecone: pynecone.io
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
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Talk Python Training
7/5/2023
52:47
#413: Live from PyCon 2023
Did you make this year's PyCon event in the US? There was a lot of excitement this time around in Salt Lake City. In this episode I'll bring you a bunch of experiences we had this year. It starts where frequent guest Jay Miller turns the tables and interviews me at the Microsoft booth on the expo hall floor in front of a live audience. Then you'll hear from Mario Munoz, Nick Muoh, Chris Williams, Ray McLendon, and Sean Tibor about their time at the conference.
Links from the show
Jay Miller: @kjaymiller
Mario Munoz: @[email protected]
Ray McLendon: linkedin.com
Nick Muoh: @[email protected]
Sean Tibor: @[email protected]
Chris Williams: @[email protected]
Python Community News: youtube.com
The Birth & Death of JavaScript: destroyallsoftware.com
Talk Python episode with Rivers Cuomo: talkpython.fm
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
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Talk Python Training
26/4/2023
47:20
#412: PEP 711 - Distributing Python Binaries
What if we distributed CPython, the runtime, in the same way we distributed Python packages - as prebuilt binary wheels that only need to be downloaded and unzipped to run? For starters, that would mean we could ship and deploy Python apps without worrying whether Python itself is available or up-to-date on the platform. Nathaniel Smith has just proposed a PEP to do just that, PEP 711. And we'll dive into that with him next.
Links from the show
Nathaniel: @[email protected]
[announce] Pybi and Posy: discuss.python.org
PEP 711: peps.python.org
Py2App: readthedocs.io
PyInstaller: pyinstaller.org
py-spy: github.com
Anthropic: anthropic.com
Trio: github.com
Trio on Talk Python: talkpython.fm
Zip Documentary: The Dark History of Zip Files: youtube.com
Watch this episode on YouTube: youtube.com
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
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Follow Talk Python on Mastodon: talkpython
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Talk Python Training
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.