Interactive online learning

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Humans acquire most of their advanced sensing and acting capabilities by learning. The idea of the field of machine learning is to give computers similar learning capabilities so that through learning they can overcome the limitations imposed by our lack of understanding of how to solve complex tasks. Applications of machine learning algorithms abound. In our daily lives, machine learning algorithms help us by allowing us to speak to our phones, by filtering out e-mail spam, by translating documents, or by recognizing faces, either for security reasons or to label our friends on social networks.