Machine Learning

Machine learning courses focus on creating systems to utilize and learn from large sets of data. Topics of study include predictive algorithms, natural language processing, and statistical pattern recognition.

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Most Popular Machine Learning Courses

These courses explore topics covered in the degree. Applications open: June 29th.

University of Illinois at Urbana–Champaign

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    Frequently Asked Questions about Machine Learning

  • Machine learning is a branch of artificial intelligence that seeks to build computer systems that can learn from data without human intervention. These powerful techniques rely on the creation of sophisticated analytical models that are “trained” to recognize patterns within a specific dataset before being unleashed to apply these patterns to more and more data, steadily improving performance without further guidance.

    For example, machine learning is making increasingly accurate image recognition algorithms possible. Human programmers provide a relatively small set of images that are labeled as “cars” or “not cars,” for instance, and then expose the algorithms to vastly larger numbers of images to learn from. While the iterative algorithms typically used in machine learning aren’t new, the power of today’s computing systems have enabled this method of data analysis to become more effective more rapidly than ever.