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InterviewSolution
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What is Machine Learning? |
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Answer» Machine learning arises from this question: could a computer go beyond “what we KNOW how to order it to perform” and learn on its own how to perform a specified task? Could a computer do things or learn as HUMAN being does? Rather than programmers crafting data-processing rules by hand, could a computer automatically learn these rules by looking at data? “A machine-learning system is trained rather than explicitly programmed. It’s presented with MANY examples relevant to the task, and it finds statistical structure in these examples that EVENTUALLY allows the system to come up with rules for AUTOMATING the task. For instance, if you wished to automate the task of tagging your vacation pictures, you could present a machine-learning system with many examples of pictures already tagged by humans, and the system would learn statistical rules for associating specific pictures to specific tags.” (Please refer to the Book – “Deep Learning with Python” by Francois Chollet) |
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