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Inference and Learning from Data: Volume 2: Inference free ebook download

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Author(s):	Ali H. Sayed

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	1009218263
Pages:	1070	OCR:		Quality:		ISBN13:
Uploader:	topron	Upload Date:	1/12/2024 8:14:00 AM

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1009218263 pdf
This extraordinary three-volume work, written in an engaging and rigorous style by a world authority in the field, provides an accessible, comprehensive introduction to the full spectrum of mathematical and statistical techniques underpinning contemporary methods in data-driven learning and inference. This second volume, Inference, builds on the foundational topics established in volume I to introduce students to techniques for inferring unknown variables and quantities, including Bayesian inference, Monte Carlo Markov Chain methods, maximum-likelihood estimation, hidden Markov models, Bayesian networks, and reinforcement learning. A consistent structure and pedagogy is employed throughout this volume to reinforce student understanding, with over 350 end-of-chapter problems (including solutions for instructors), 180 solved examples, almost 200 figures, datasets and downloadable Matlab code. Supported by sister volumes Foundations and Learning, and unique in its scale and depth, this textbook sequence is ideal for early-career researchers and graduate students across many courses in signal processing, machine learning, statistical analysis, data science and inference.
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3224005	Book	https://nitroflare.com/view/4F6DA84F197D...		0.00	topron

Tags: Data Inference Inference Learning Volume

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Inference and Learning from Data: Volume 2: Inference free ebook download

Category: Other Engineering

Description: Click to see full description

Category:
Other Engineering