How to become a Machine Learning Engineer?
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Linear Algebra and Optimization for Machine Learning
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Linear Algebra and Optimization: An Introduction
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Altmetric BadgeChapter 2 Linear Transformations and Linear Systems
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Altmetric BadgeChapter 3 Eigenvectors and Diagonalizable Matrices
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Altmetric BadgeChapter 4 Optimization Basics: A Machine Learning View
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Altmetric BadgeChapter 5 Advanced Optimization Solutions
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Altmetric BadgeChapter 6 Constrained Optimization and Duality
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Altmetric BadgeChapter 7 Singular Value Decomposition
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Altmetric BadgeChapter 8 Matrix Factorization
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Altmetric BadgeChapter 9 The Linear Algebra of Similarity
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Altmetric BadgeChapter 10 The Linear Algebra of Graphs
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Altmetric BadgeChapter 11 Optimization in Computational Graphs