Low-Code ML: Batch Scoring

This is part six in a series on low-code machine learning with Azure ML. Last Time on 36 Chambers In the prior episode of this series, we built a real-time endpoint, showed how to call it, and saw how to make some minor changes to a real-time inference pipeline. Today, we're going to show off…

Low-Code ML: Deployment and Endpoints

This is part five in a series on low-code machine learning with Azure ML. Where We Are In the prior post, we trained a model using the Azure ML designer. Penguins scored In this post, we're going to make it available for the whole world to use, as what the world needs is a way…

Low-Code ML: Using AutoML

This is part three in a series on low-code machine learning with Azure ML. The Place of AutoML Automated Machine Learning (AutoML) provides two distinct benefits. The first benefit is the one that AutoML providers tend to tout: you don't need (much) machine learning experience to use them. According to the marketing, AutoML does all…

Low-Code ML: Data and Compute

This is part two in a series on low-code machine learning with Azure ML. Welcome to Machine Learning Studio Azure Machine Learning Services is the full-on product for machine learning in Azure. In addition to this, there is Azure ML Studio, a graphical interface for using Azure ML. You'll definitely spend a lot of time…

Low-Code ML: Creating a Workspace

This is part one in a series on low-code machine learning with Azure ML. Machine Learning with Less Code Getting started with machine learning is a real challenge, and there are two reasons for it: one mathematical and one programmatical. First, you need a good understanding of statistical and mathematical concepts to get very far…

A Slice of Time: Wrapping Up

This is part eleven in a series on window functions in SQL Server. What Did We Learn? Over the course of this series, we learned a lot about window functions. We started off with an overview of the concept and then moved on to the various types of functions (aggregate, ranking, offset, statistical, and ordered…