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Grundkurs Machine Learning

byPaul Wilmott

Genres: Science Computer Science Machine Learning

Who is this book for? Readers interested in machine learning and applied mathematics.

Maschinelles Lernen – alle Grundlagen! Paul Wilmott ist für seine erhellende und unterhaltsame Darstellung angewandter Mathematik bekannt. Von der linearen Regression bis zu Neuronalen Netzwerken führt er Sie durch alle Verfahren, und zwar komplett Software-unabhängig. Der Vorteil dabei: Jeder Schritt ist schwarz auf weiß zu sehen, kein Framework kann etwas „verstecken“; es geht immer um die Sache selbst. Mit vielen Beispielen, Grafiken und Schritt-für-Schritt-Kästen. Für alle, die wirklich verstehen wollen, wie Maschinen lernen. Aus dem Inhalt: Lineare Regression k-Nearest Neighbors Naive Bayes-Klassifikatoren k-Means-Algorithmus Support Vector Machines Logistische Regression Selbstorganisierende Karten Entscheidungsbäume Reinforcement Learning Neuronale Netze

Language

Format

Perfect Paperback

ISBN

9783836275989

Price Comparison

29.9 €

29.9 €

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