#359: Lifecycle of a machine learning project

#359: Lifecycle of a machine learning project

Are you working on or considering a machine learning project? On this episode, we'll meet three people from the MLOps community: Demetrios Brinkmann, Kate Kuznecova, and Vishnu Rachakonda. They are here to tell us about the lifecycle of a machine learning project. We'll talk about getting started with prototypes and choosing frameworks, the development process, and finally moving into deployment and production.

Episoder(543)

#504: Developer Trends in 2025

#504: Developer Trends in 2025

What trends and technologies should you be paying attention to today? Are there hot new database servers you should check out? Or will that just be a flash in the pan? I love these forward looking epi...

5 Mai 20251h 9min

#503: The PyArrow Revolution

#503: The PyArrow Revolution

Pandas is at a the core of virtually all data science done in Python, that is virtually all data science. Since it's beginning, Pandas has been based upon numpy. But changes are afoot to update those ...

28 Apr 20251h 8min

#502: Django Ledger: Accounting with Python

#502: Django Ledger: Accounting with Python

Do you or your company need accounting software? Well, there are plenty of SaaS products out there that you can give your data to. but maybe you also really like Django and would rather have a foundat...

21 Apr 20251h 3min

#501: Marimo - Reactive Notebooks for Python

#501: Marimo - Reactive Notebooks for Python

Have you ever spent an afternoon wrestling with a Jupyter notebook, hoping that you ran the cells in just the right order, only to realize your outputs were completely out of sync? Today's guest has a...

14 Apr 20251h

#500: Django Simple Deploy and other DevOps Things

#500: Django Simple Deploy and other DevOps Things

We're sitting down with Eric Matthes, the educator, author, and developer behind Django Simple Deploy. If you've ever struggled with taking that final step of getting your Django app onto a live serve...

10 Apr 202557min

#499: BeeWare and the State of Python on Mobile

#499: BeeWare and the State of Python on Mobile

This episode is all about Beeware, the project that working towards true native apps built on Python, especially for iOS and Android. Russell's been at this for more than a decade, and the progress is...

31 Mar 20251h 7min

#498: Algorithms for high performance terminal apps

#498: Algorithms for high performance terminal apps

In this episode, we welcome back Will McGugan, the creator of the wildly popular Rich library and founder of Textualize. We'll dive into Will's latest article on "Algorithms for High Performance Termi...

24 Mar 20251h 8min

#497: Outlier Detection with Python

#497: Outlier Detection with Python

Have you ever wondered why certain data points stand out so dramatically? They might hold the key to everything from fraud detection to groundbreaking discoveries. This week on Talk Python to Me, we d...

21 Mar 202555min

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