Amazon Web Services Inc. is not only infusing its own tools with machine learning capabilities, the cloud giant is also providing technology for developers, scientists and engineers to run and manage thousands of complex machine learning workloads at the same time. An example can be found in how Ampersand Inc., a data-driven TV advertising sales and technology firm, uses AWS Batch to run 50,000 concurrent machine learning models in less than one day. A look at how AWS enables enterprises to put data to work with artificial intelligence and machine learning-powered low-code and automation initiatives will be the focus for theCUBE, SiliconANGLE Media's livestreaming studio, during its coverage of the AWS Summit San Francisco event, airing April 21. Ampersand's business model delivers data-driven insights to assist TV advertisers in planning and measuring campaigns for apps and networks in all U.S. markets. It is complicated, data-heavy work that requires the creation of machine learning models at scale to produce viewer insights.