Maschinelles Lernen

Kurse zum maschinellen Lernen konzentrieren sich auf die Erstellung von Systemen, um große Datenmengen zu nutzen und von ihnen lernen zu können. Themen der Kurse beinhalten prädiktive Algorithmen, Natural Language Processing und statistische Mustererkennung.

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  • 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.