Machine Learning involves the study of algorithms that improve automatically through experience.Select one:TrueFalse
Question
Machine Learning involves the study of algorithms that improve automatically through experience.
Select one:
- True
- False
Solution
The statement "Machine Learning involves the study of algorithms that improve automatically through experience" is True.
Explanation
Machine learning is a subset of artificial intelligence (AI) focused on the development of algorithms that enable computers to learn from and make predictions or decisions based on data. The core idea is that, unlike traditional programming where a programmer writes explicit instructions for the computer to follow, in machine learning, an algorithm is trained on large amounts of data. As the algorithm processes more data, it identifies patterns and learns to improve its performance over time without explicit reprogramming.
This ability to enhance performance through experience is what separates machine learning from other types of programming. The "experience" refers to data input; as the algorithm processes more data, it constantly adjusts its internal parameters to minimize errors in prediction or classification tasks. This learning process allows the same algorithm to be effective in varying situations, adapting to new information and changing conditions.
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