#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)

#304: asyncio all the things with Omnilib

#304: asyncio all the things with Omnilib

The relatively recent introduction of async and await as keywords in Python have spawned a whole area of high performance, highly scalable frameworks and supporting libraries. One such library that ha...

21 Feb 20211h

#303: Python for Astronomy with Dr. Becky

#303: Python for Astronomy with Dr. Becky

If you are involved in science or use computational tools in your work, you should be using code to solve your problem. On this episode, we have Dr. Becky Smethurst who's an astrophysicist at Oxford U...

12 Feb 20211h 3min

#302: The Data Engineering Landscape in 2021

#302: The Data Engineering Landscape in 2021

I'm sure you're familiar with data science. But what about data engineering? Are these the same or how are they related?

4 Feb 20211h 4min

#301: Deploying and running Django web apps in 2021

#301: Deploying and running Django web apps in 2021

Have you been learning Django and now want to get your site online? Not sure the best way to host it or the trade offs between the various options? Maybe you want to make sure your Django site is secu...

28 Jan 20211h 8min

#300: Building a data science startup (panel)

#300: Building a data science startup (panel)

You've heard that software developers and startups go hand-in-hand. But what about data scientists? Of course they! But how do you turn your data science skill set into a data science _business_ skill...

22 Jan 20211h 6min

#299: Personal search engine with datasette and dogsheep

#299: Personal search engine with datasette and dogsheep

In this episode, we'll be discussing two powerful tools for data reporting and exploration: Datasette and Dogsheep. Datasette helps people take data of any shape or size, analyze and explore it, and ...

17 Jan 20211h 1min

#298: Building ML teams and finding ML jobs

#298: Building ML teams and finding ML jobs

Are you building or running an internal machine learning team? How about looking for a new ML position? On this episode, I talk with Chip Huyen from Snorkel AI about building ML teams, finding ML posi...

11 Jan 202156min

#297: Python year in review (2020 edition)

#297: Python year in review (2020 edition)

2020 will be one for the history books, won't it? I've put together a great group to look back on 2020 - from the Python perspective.

28 Des 20201h 10min

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