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Elements of Data Science, Machine Learning, and Artificial Intelligence Using R

Elements of Data Science, Machine Learning, and Artificial Intelligence Using R

von Frank Emmert-Streib, Matthias Dehmer und Salissou Moutari
Hardcover - 9783031133381
53,49 €
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Softcover - 9783031133411
53,49 €

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Weitere Formate

Softcover - 9783031133411
53,49 €

Beschreibung

The textbook provides students with tools they need to analyze complex data using methods from data science, machine learning and artificial intelligence. The authors include both the presentation of methods along with applications using the programming language R, which is the gold standard for analyzing data. The authors cover all three main components of data science: computer science; mathematics and statistics; and domain knowledge. The book presents methods and implementations in R side-by-side, allowing the immediate practical application of the learning concepts. Furthermore, this teaches computational thinking in a natural way. The book includes exercises, case studies, Q&A and examples.

Details

Verlag Springer International Publishing
Ersterscheinung 04. Oktober 2023
Maße 23.5 cm x 15.5 cm
Gewicht 1159 Gramm
Format Hardcover
ISBN-13 9783031133381
Seiten 575

Schlagwörter

Artificial Intelligence, Communications Engineering - Networks, Computational Intelligence, Data Mining, Data Mining and Knowledge Discovery, Künstliche Intelligenz, Machine Learning, Maschinelles Lernen, Nachrichtententechnik - Telekommunikation, Wissensbasierte Systeme - Expertensysteme

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