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02212aam a2200313 i 4500 001 C2DD114AB8CA11EDAC6855BD37ECA4DB 003 SILO 005 20230302011926 008 220303t20232023enka b 001 0 eng 010 $a 2022010244 020 $a 1316512827 020 $a 9781316512821 035 $a (OCoLC)1314119033 040 $a DLC $b eng $e rda $c DLC $d OCLCF $d CDX $d YDX $d SILO 042 $a pcc 050 00 $a TA345 S5724 2023 084 $a TEC067000 $2 bisacsh 100 1 $a Simeone, Osvaldo, $e author. 245 10 $a Machine learning for engineers / $c Osvaldo Simeone, King's College London. 264 1 $a Cambridge, United Kingdom ; $b Cambridge University Press, $c 2023. 300 $a xxii, 578 pages : $b illustrations ; $c 27 cm 504 $a Includes bibliographical references and index. 520 $a "This self-contained introduction to machine learning, designed from the start with engineers in mind, will equip students with everything they need to start applying machine learning principles and algorithms to real-world engineering problems. With a consistent emphasis on the connections between estimation, detection, information theory, and optimization, it includes : accessible overview of the relationships between machine learning and signal processing, providing a solid foundation for further study, clear explanations of the differences between state-of-the-art techniques and more classical methods, equipping students with all the understanding they need to make informed technique choices, demonstration of the links between information-theoretical concepts and their practical engineering relevance, and reproducible examples using Matlab, enabling hands-on student experimentation. Assuming only a basic understanding of probability and linear algebra, and accompanied by lecture slides and solutions for instructors, this is the ideal introduction to machine learning for engineering students of all disciplines"-- $c Provided by publisher. 650 0 $a Engineering $x Data processing. 650 0 $a Machine learning. 941 $a 1 952 $l USUX851 $d 20230907010526.0 956 $a http://locator.silo.lib.ia.us/search.cgi?index_0=id&term_0=C2DD114AB8CA11EDAC6855BD37ECA4DB 994 $a C0 $b IWAInitiate Another SILO Locator Search