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A. Machine learning is the science of programming computers.

B. Machine learning is the field of allowing robots to act intelligently.

C. Machine learning is the field of study that gives computers the ability to learn without being explicitly programmed.

D. Machine learning learns from labeled data.

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Option C is a reasonable definition of Machine learning. Because Machine learning is teaching or giving some example data to predict the model. More clearly making the computer learn something and predict the output is what makes it different from programming.

I recommend this Machine Learning Certification Course by Intellipaat to learn Machine Learning.

Also, watch this video on Machine Learning:

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