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Video: Overview of Machine Learning Methods

“Machine learning enables systems to learn automatically, based on patterns in data, and make better searches, decisions, or predictions. Machine learning has become increasingly important to scientific discovery. Indeed, the U.S. Department of Energy has stated that “machine learning has the potential to transform Office of Science research best practices in an age where extreme complexity and data overwhelm human cognitive and perception ability by enabling system autonomy to self-manage, heal and find patterns and provide tools for the discovery of new scientific insights.”