#313: Automate your data exchange with Pydantic

#313: Automate your data exchange with Pydantic

Data validation and conversion is one of the truly tricky part of getting external data into your app. This might come from a REST API, a file on disk, or somewhere else. This includes checking for required fields, correct data types, converting from compatible types (for example, strings to numbers), and much more. Pydantic is one of the best ways to do this in modern Python using dataclass-like constructs and type annotations to make it all seamless and automatic.

Episoder(543)

#280: Python and AI in Journalism

#280: Python and AI in Journalism

If there has ever been a time in history that journalism is needed to shine a light on what's happening in the world, it's now. Would it surprise you to hear that Python and machine learning are playi...

5 Sep 202055min

#279: Modern Python Developer's Toolkit

#279: Modern Python Developer's Toolkit

Python is quick and easy to learn. And yet, there is a massive gap between knowing the common aspects of the language (loops, variables, functions, and so on) and how to write a well-factored applicat...

29 Aug 20201h 1min

#278: Teach kids Python with real programming and fun games at Code Combat

#278: Teach kids Python with real programming and fun games at Code Combat

If there is one message I've been pushing across all of the Talk Python episodes, it's that programming is a superpower. Rather than all of us abandoning what we're interested in and becoming CS major...

21 Aug 20201h 5min

#277: 10 tips every Django developer should know

#277: 10 tips every Django developer should know

We recently covered 10 tips that every Flask developer should know. But we left out a pretty big group in the Python web space: Django developers! And this one is for you. I invited Bob Belderbos, who...

10 Aug 20201h 11min

#276: Geekout: Life in the solar system and beyond

#276: Geekout: Life in the solar system and beyond

We're back with another GeekOut episode. Richard Campbell, a developer and podcaster who also dives deep into science and tech topics, is back for our second GeekOut episode. Last time we geeked out a...

6 Aug 20201h 14min

#275: Beautiful Pythonic Refactorings

#275: Beautiful Pythonic Refactorings

Do you obsess about writing your code just the right way before you get started? Maybe you have some ugly code on your hands and you need to make it better. Either way, refactoring could be your ticke...

1 Aug 202055min

#274: Profiling data science code with FIL

#274: Profiling data science code with FIL

Do you write data science code? Do you struggle loading large amounts of data or wonder what parts of your code use the maximum amount of memory? Maybe you just want to require smaller compute resourc...

24 Jul 202058min

#273: CoCalc: A fully colloborative notebook development environment

#273: CoCalc: A fully colloborative notebook development environment

Everyone in the Python space is familiar with Notebooks these days. One of the original notebook environments was SageMath. Created by William Stein, and collaborators, it began as an open-source, Pyt...

18 Jul 202055min

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