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Declarative Machine Learning For High Performance Deep Learning Models With Predibase

5. desember 2022 · udskrift

Preamble This is a cross-over episode from our new show The Machine Learning Podcast, the show about going from idea to production with machine learning. Summary Deep learning is a revolutionary category of machine learning that accelerates our ability to build powerful inference models. Along …

00:59:22

Build Better Machine Learning Models With Confidence By Adding Validation With Deepchecks

28. november 2022 · udskrift

Preamble This is a cross-over episode from our new show The Machine Learning Podcast, the show about going from idea to production with machine learning. Summary Machine learning has the potential to transform industries and revolutionize business capabilities, but only if the models are reliab…

00:47:37

Build A Full Stack ML Powered App In An Afternoon With Baseten

21. november 2022 · udskrift

Preamble This is a cross-over episode from our new show The Machine Learning Podcast, the show about going from idea to production with machine learning. Summary Building an ML model is getting easier than ever, but it is still a challenge to get that model in front of the people that you built…

00:45:22

Skip Straight To The Fun Part Of Your Project With PyScaffold

7. november 2022 · udskrift

Summary Starting a new project is always exciting and full of possibility, until you have to set up all of the repetitive boilerplate. Fortunately there are useful project templates that eliminate that drudgery. PyScaffold goes above and beyond simple template repositories, and gives you a toolki…

00:57:46

Add Configuration Best Practices To Your Application In An Afternoon With Dynaconf

30. oktober 2022 · udskrift

Summary Application configuration is a deceptively complex problem. Everyone who is building a project that gets used more than once will end up needing to add configuration to control aspects of behavior or manage connections to other systems and services. At first glance it seems simple, but ca…

01:03:59

Take A Tour Of The Hidden Language Of Hardware And How It Powers Your Code

23. oktober 2022 · udskrift

Summary Software is eating the world, but that code has to have hardware to execute the instructions. Most people, and many software engineers, don’t have a proper understanding of how that hardware functions. Charles Petzold wrote the book "Code: The Hidden Language of Computer Hardwa…

00:41:50

Take Control Of Your Electrical Systems With The Open Source FlexMeasures Energy Management System

16. oktober 2022 · udskrift

Summary The generation, distribution, and consumption of energy is one of the most critical pieces of infrastructure for the modern world. With the rise of renewable energy there is an accompanying need for systems that can respond in real-time to the availability and demand for electricity. Flex…

00:49:17

How And Why To Build Effective Teams As An Engineering Leader

10. oktober 2022 · udskrift

Summary Your ability to build and maintain a software project is tempered by the strength of the team that you are working with. If you are in a position of leadership, then you are responsible for the growth and maintenance of that team. In this episode Jigar Desai, currently the SVP of engineer…

01:04:50

Complete Your Hardware "Weekend Projects" In An Actual Weekend With Belay

3. oktober 2022 · udskrift

Summary Working on hardware projects often has significant friction involved when compared to pure software. Brian Pugh enjoys tinkering with microcontrollers, but his "weekend projects" often took longer than a weekend to complete, so he created Belay. In this episode he explains how B…

00:48:30