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Neuronale Netze programmieren mit Python

byRoland Schwaiger, Joachim Steinwendner

Genres: Science Artificial Intelligence Computer Science

Who is this book for? Readers interested in artificial intelligence, machine learning, and programming.

Neuronale Netze stehen im Mittelpunkt, wenn es um Künstliche Intelligenz und Machine Learning geht. Sie revolutionieren Bild- und Spracherkennung, Spiele-KIs und vieles mehr. Zum Glück lassen sich die genialen Ideen dahinter einfach erklären. Um sie zu verstehen und einzusetzen, programmieren Sie verschiedene Netztypen selbst nach! Und zwar in Python, der Hauptsprache der KI-Welt. Sie werden sich dabei mit Mathematik und Programmierung befassen, brauchen aber keine konkreten Vorkenntnisse. Aus dem Inhalt: Die Grundidee hinter Neuronalen Netzen Ein einfaches Neuronales Netz aufbauen Neuronale Netze trainieren Überwachtes und unüberwachtes Lernen Einführung in TensorFlow Kompaktkurs Python Wichtige mathematische Grundlagen Reinforcement Learning Verschiedene Netzarten und ihre Anwendungsbereiche Back Propagation Deep Learning Werkzeuge für Data Scientists Die Fachpresse zur Vorauflage: LINUX MAGAZIN: »Eine rundum gelungene, recht gründliche und gut verständliche Einführung ins maschinelle Lernen mit neuronalen Netzen.« iX - Magazin für professionelle Informationstechnik: »Entwickler bekommen hier eine Menge Theorie inklusive der mathematischen Grundlagen serviert (...). «

Language

Published on

01/01/1900

Pages

472

Format

Perfect Paperback

ISBN

9783836274500

Price Comparison

29.9 €

29.9 €

29.9 €

29.9 €

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