Sparse Estimation with Math and Python (eBook, PDF)
Joe Suzuki
eBook, PDF

Sparse Estimation with Math and Python (eBook, PDF)

100 Exercises for Building Logic

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The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the essence of sparse estimation by considering math problems and building Python programs.Each chapter introduces the notion of sparsity and provides procedures followed by mathematical derivations and source programs with examples of execution. To maximize readers' insights into sparsity, mathematical proofs are presented for almost all propositions, and programs are described without depending on any packages. The book...

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