Krawczyk

‘Bard is not Search’: Jack Krawczyk, product leader for Google Bard AI, clarifiesGoogle, the world's largest tech giant recently launched ‘Bard’, an Artificial Intelligence (AI) powered chatbot amid the ongoing layoffs around the world. After the Bard announcement, Google staff members made fun of the firm and CEO Sundar Pichai and described the company's initial public presentation as "rushed," "botched," and "un-Googley."  The impact from the company's botched unveiling of its artificial intelligence…

A quick walkthrough of using these two open source projects togetherThings that work well together. Image from Pixabay.In this post, we’re going to show you how easy it is to run Hamilton inside a DBT task. Making use of DBT’s exciting new python API, we can blend the two frameworks seamlessly.Hamilton is a declarative micro-framework to describe dataflows in python. For example, it’s excellent for expressing the flow of feature transformations and their connection to fitting machine learning models.DBT is a framework for…

Five lessons learned while building platforms for Data Scientists.A blueprint for a platform. Image from pixabay. Note: this post original appeared on my substack.Picture this. You’re an individual contributor working at some company that requires you to write “code” to get your job done. I’m trying to cast a wide net here, for example, you could be a full-stack data scientist at Stitch Fix creating models that plug back into the business, or you could be a software engineer at a startup writing product features,…

Scale the human side of your data transforms as well as the compute sideHamilton + Ray — helping you scale your output. Photo by Thomas Kelley on Unsplash.Hamilton is an open source, declarative dataflow micro-framework for Python. In this post I will explain what’s required to scale the data and CPU you use for your workflow with Hamilton by utilizing Hamilton’s Ray integration. This post assumes prior familiarity with what Hamilton is. For the backstory and longer introduction, we invite you to read this TDS post, or…

Writing production-grade Pandas code with Hamilton.Your Pandas code with Hamilton. Image from Pixabay.“Tidy” & “Pandas” are not two words one would often associate together, let alone with the word “Production”. In this post I’ll argue that if you’re using Pandas in production, you should be using Hamilton, an open source micro-framework, as it enables you to write tidy and production grade code by default.You might be thinking? Is this post about the R Tidyverse equivalent but for Pandas? Yes, in the spirit of tidy…