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CS229 Note Lecture 01

CS229 Note Lecture 01

Machine Learning Definition Arthur Samuel (1959). Machine Learning: Field of study that gives computers the ability to learn without being explicitly programmed. Tom Mitchell (1998) Well-posed Learning Problem: A computer program is said to learn from experience E with respect to some task T and some performance measure P, if its performance on T, as measured by P, improves with experience E. Supervised Learning Regression The variable that you try to predict is continuous. EXP predicting house price Classification The…

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