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Unsupervised Learning - Springer Link https://t.co/hO8OJT8SQo #MachineLearning #DataScience
The Elements of Statistical Learning
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Introduction
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Altmetric BadgeChapter 2 Overview of Supervised Learning
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Altmetric BadgeChapter 3 Linear Methods for Regression
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Altmetric BadgeChapter 4 Linear Methods for Classification
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Altmetric BadgeChapter 5 Basis Expansions and Regularization
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Altmetric BadgeChapter 6 Kernel Methods
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Altmetric BadgeChapter 7 Model Assessment and Selection
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Altmetric BadgeChapter 8 Model Inference and Averaging
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Altmetric BadgeChapter 9 Additive Models, Trees, and Related Methods
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Altmetric BadgeChapter 10 Boosting and Additive Trees
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Altmetric BadgeChapter 11 Neural Networks
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Altmetric BadgeChapter 12 Support Vector Machines and Flexible Discriminants
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Altmetric BadgeChapter 13 Prototype Methods and Nearest-Neighbors
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Altmetric BadgeChapter 14 Unsupervised Learning