The Python Podcast.__init__

Dec 11 2022 389 ep. 49 mins 21.5k
The Python Podcast.__init__ artwork

The podcast about Python and the people who make it great

  Technology  Education
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Update Your Model's View Of The World In Real Time With Streaming Machine Learning Using River

Dec 11 2022 76 mins  
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 The majority of machine learning projects that you read about or work on are built around batch processes. The model is trained, and then validated, and then deployed, with each step being a discrete and isolated task. Unf

Declarative Machine Learning For High Performance Deep Learning Models With Predibase

Dec 04 2022 59 mins  
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 with that power comes a great deal of complexity in determining what neural architectures

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

Nov 27 2022 47 mins  
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 reliable and robust. Because of the fundamental probabilistic nature of machine learning techni

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

Nov 21 2022 45 mins  
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 it for. Baseten is a platform that helps you quickly generate a full stack application p

Skip Straight To The Fun Part Of Your Project With PyScaffold

Nov 06 2022 57 mins  
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 toolkit for different application types that are packed with best practices to make your life

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

Oct 30 2022 63 mins  
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 can quickly become unwieldy. Bruno Rocha created Dynaconf in an effort to provide a simpl

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

Oct 23 2022 41 mins  
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 Hardware and Software" to make this a less opaque subject. In this episode he discusses

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

Oct 16 2022 49 mins  
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. FlexMeasures is an open source energy management system that is designed to integrate a var

How And Why To Build Effective Teams As An Engineering Leader

Oct 09 2022 64 mins  
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 engineering at Sisu Data, shares his experience as an engineering leader over the past several

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

Oct 02 2022 48 mins  
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 Belay simplifies the interactions involved in developing for MicroPython boards and how