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Episodes

Date Title & Description Contributors
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 ...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor
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...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor
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 ...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor
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 ...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor
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...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor
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...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor
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...
  Tobias Macey author
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...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor
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...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor
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...
  Tobias Macey author
  Tobias Macey contributor
  Linode contributor