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The Problem with Timeseries Data in Machine Learning Feature Systems

Introduction The Feature Systems team at Etsy is responsible for the platform and services through which machine learning (ML) practitioners create, manage and consume feature data for their machine learning models. We recently made new real-time features available through our streaming feature platform, Rivulet, where we return things like “most recent add-to-carts.” While timeseries data […]

The Rabbit Hole: The Definitive Developer’s Podcast: 303. Testing Tango: Red, Green, Refactor, and Why It’s Important To Follow Those Steps

The red, green, refactor approach helps streamline testing and development processes, improve code quality, and foster collaboration. It promotes a disciplined and iterative approach to software development, resulting in more reliable and maintainable systems. Join us in this captivating episode as we explore this mysterious testing approach that transforms software development. Source link

The Rabbit Hole: The Definitive Developer’s Podcast: 302. Is AI a Friend or Foe? Can We Get Ahead of It??

Artificial Intelligence (AI) has the potential to bring significant benefits and advancements to various fields, including healthcare, transportation, education, and more. It can automate tedious tasks, improve efficiency, and enhance decision-making processes. However, AI also presents challenges and risks that need to be addressed. It is crucial to promote responsible AI development, ethical guidelines, and […]

Keep the databases top-notch

Photo by ThisisEngineering RAEng on Unsplash Databases are often the most critical parts of applications. Prezi is no exception to this. We store and read persistent data from many different databases while serving requests from our users. There is often some hesitation when it comes to updating databases. Taking down databases for maintenance usually takes […]

GitHub Copilot for CLI for PowerShell

GitHub Next has this cool project that is basically Copilot for the CLI (command line interface). You can sign up for their waitlist at the Copilot for CLI site. Copilot for CLI provides three shell commands: ??, git? and gh? This is cool and all, but I use PowerShell. Turns out these ?? […]