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mirtaheri s machine learning theory applications 2022

Type:: E-books
Files:: 1
Size:: 7.9 MB
Uploaded On:: July 6, 2022, 9:59 a.m.
Added By:: andryold1
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Info Hash:: 39BC0812B442BC9D4EC448A453E0A129E08B2AEB

Textbook in PDF format The book reviews core concepts of machine learning (ML) while focusing on modern applications. It is aimed at those who want to advance their understanding of ML by providing technical and practical insights. It does not use complicated mathematics to explain how to benefit from ML algorithms. Unlike the existing literature, this work provides the core concepts with emphasis on fresh ideas and real application scenarios. It starts with the basic concepts of ML and extends the concepts to the different deep learning algorithms. The book provides an introduction and main elements of evaluation tools with Python and walks you through the recent applications of ML in self-driving cars, cognitive decision making, communication networks, security, and signal processing

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Mirtaheri S. Machine Learning Theory to Applications 2022.pdf 7.9 MB

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mirtaheri s machine learning theory applications 2022