The usage of Least Squares in Machine Learning - MadeByHumans
There is an overview of the used algorithms used in machine learning, and I show that least squares as an objective function is only used in linear regression.
Miroslav Kubat - An Introduction to Machine LearningThe book's contents owe a lot to my exposure to the hundreds of students that have passed through my machine learning classes. An old saw has it that a ... Foundations of Machine Learning second edition - Moodle@UnitsA complete list of books published in The Adaptive Computations and Machine. Learning series appears at the back of this book. Page 4. Foundations of Machine ... Introduction to Machine Learning - Chools1 Introduction. 1. 2 Supervised Learning. 21. 3 Bayesian Decision Theory. 47. 4 Parametric Methods. 61. 5 Multivariate Methods.
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