<ul><li>Machine learning becomes essential when we cannot directly write a computer program to solve a given problem, but rather need example data or experience.</li><li>Learning is necessary when human expertise is absent or when humans cannot explain their expertise.</li><li>Machine learning is also beneficial when the problem to be solved changes over time or depends on a specific environment.</li><li>By compiling example data, machine learning algorithms can approximate solutions for tasks where explicit algorithms are not available.</li></ul>

What is Machine Learning? | Introduction to Machine Learning

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