Machine Learning

Azure Machine Learning Compute Resources

Azure Machine Learning Compute Resources

Making sense of compute instances vs compute clusters and more in Azure Machine Learning

By
Matt Eland
on
Let’s explore the capabilities of compute instances, compute clusters, inference clusters, attached computes, local compute, Azure Container Instances, and Azure Kubernetes Service.
Interpreting Confusion Matrixes

Interpreting Confusion Matrixes

Using standard metrics to interpret classification models in machine learning

By
Matt Eland
on
Let’s investigate confusion matrixes in classification experiments and the metrics behind them.
Understanding Regression Metrics

Understanding Regression Metrics

Using regression metrics to evaluate machine learning models

By
Matt Eland
on
In this article we’ll explore the common metrics you’ll see evaluating the performance of a trained machine learning model for a regression task.