Automated machine learning model building pipeline for microbiome data. Flowchart of the mAML pipeline. Two files indicated at the beginning of the pipeline should be submitted to the mAML web server.

Machine-learning algorithms are responsible for the vast majority of the artificial intelligence advancements and applications you hear about. (For more background, check out our first flowchart ...

For instance, machine-learning developers might focus on having features that are compatible with the model and predictive, meaning they are expected to improve the model's performance.

While most focus on issues of model building and infrastructure scaling, Vollet also looks at the user view, or frameworks for building user interfaces for applications utilizing machine learning.

The app automatically selects and begins training a machine learning model. Photo by Mike Matas, Microsoft. Early customers include The Nature Conservancy, which is using the Lobe app as part of a ...