This is a long form podcast about the Python programming language, its ecosystem, and its community. We conduct interviews about projects and topics that are of particular interest to people who are interested in and use Python.
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2022-12-12 |
Update Your Model's View Of The World In Real Time With Streaming Machine Learning Using River 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. Unfortunately, the real world is ... |
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2022-12-05 |
Declarative Machine Learning For High Performance Deep Learning Models With Predibase 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 are best suited to a given ta... |
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2022-11-28 |
Build Better Machine Learning Models With Confidence By Adding Validation With Deepchecks 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 techniques it can be challenging to ... |
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2022-11-21 |
Build A Full Stack ML Powered App In An Afternoon With Baseten 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 powered by your model. You can ... |
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2022-11-07 |
Skip Straight To The Fun Part Of Your Project With PyScaffold 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... |
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2022-10-30 |
Add Configuration Best Practices To Your Application In An Afternoon With Dynaconf 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... |
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2022-10-23 |
Take A Tour Of The Hidden Language Of Hardware And How It Powers Your Code 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 L... |
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2022-10-16 |
Take Control Of Your Electrical Systems With The Open Source FlexMeasures Energy Management System 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 availabi... |
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2022-10-10 |
How And Why To Build Effective Teams As An Engineering Leader 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... |
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2022-10-03 |
Complete Your Hardware "Weekend Projects" In An Actual Weekend With Belay 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 thi... |
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