Charu aggarwal - Study guides, Class notes & Summaries
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Exam (elaborations) TEST BANK FOR Linear Algebra and Optimization for Machine Learning By Charu C. Aggarwal (Solution Manual)
- Exam (elaborations) • 114 pages • 2021
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1 Linear Algebra and Optimization: An Introduction 1 
2 Linear Transformations and Linear Systems 17 
3 Diagonalizable Matrices and Eigenvectors 35 
4 Optimization Basics: A Machine Learning View 47 
5 Optimization Challenges and Advanced Solutions 57 
6 Lagrangian Relaxation and Duality 63 
7 Singular Value Decomposition 71 
8 Matrix Factorization 81 
9 The Linear Algebra of Similarity 89 
10 The Linear Algebra of Graphs 95 
11 Optimization in Computational Graphs 101 
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Chapter 1 
Linear Al...
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Summary for H1 and H7 Aggarwal for Collective Intelligence
- Summary • 8 pages • 2022
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The two chapters you need to learn for the CI exam.
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