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Laesfera Digital Library

Generatives Deep Learning

Generatives Deep Learning
  • Author: David Foster
  • Publisher:
  • ISBN: OCLC:1151051275
  • Category:
  • Page: 310
  • View: 515

Generative Modelle haben sich zu einem der spannendsten Themenbereiche der Künstlichen Intelligenz entwickelt: Mit generativem Deep Learning ist es inzwischen möglich, einer Maschine das Malen, Schreiben oder auch das Komponieren von Musik beizubringen - kreative Fähigkeiten, die bisher dem Menschen vorbehalten waren. Mit diesem praxisnahen Buch können Data Scientists einige der eindrucksvollsten generativen Deep-Learning-Modelle nachbilden wie z.B. Generative Adversarial Networks (GANs), Variational Autoencoder (VAEs), Encoder-Decoder- sowie World-Modelle. David Foster veranschaulicht die Funktionsweise jeder Methode, beginnend mit den Grundlagen des Deep Learning mit Keras, bevor er zu einigen der modernsten Algorithmen auf diesem Gebiet vorstößt. Die zahlreichen praktischen Beispiele und Tipps helfen dem Leser herauszufinden, wie seine Modelle noch effizienter lernen und noch kreativer werden können.

More Books:

Generatives Deep Learning
Language: de
Pages: 310

Generatives Deep Learning

Authors: David Foster
Categories:
Type: BOOK - Published: 2020 - Publisher:

Generative Modelle haben sich zu einem der spannendsten Themenbereiche der Künstlichen Intelligenz entwickelt: Mit generativem Deep Learning ist es inzwischen möglich, einer Maschine das Malen, Schreiben oder auch das Komponieren von Musik beizubringen - kreative Fähigkeiten, die bisher dem Menschen vorbehalten waren. Mit diesem praxisnahen Buch können Data Scientists einige
Advances in Financial Machine Learning
Language: en
Pages: 400

Advances in Financial Machine Learning

Authors: Marcos Lopez de Prado
Categories: Business & Economics
Type: BOOK - Published: 2018-02-02 - Publisher: John Wiley & Sons

Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Readers will
Advances in Financial Machine Learning
Language: en
Pages: 400

Advances in Financial Machine Learning

Authors: Marcos Lopez de Prado
Categories: Business & Economics
Type: BOOK - Published: 2018-01-23 - Publisher: John Wiley & Sons

Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Readers will
Neuronale Netze Selbst Programmieren
Language: de
Pages: 232

Neuronale Netze Selbst Programmieren

Authors: Tariq Rashid
Categories: Business & Economics
Type: BOOK - Published: 2017 - Publisher:

Neuronale Netze sind Schlüsselelemente des Deep Learning und der Künstlichen Intelligenz, die heute zu Erstaunlichem in der Lage sind. Dennoch verstehen nur wenige, wie Neuronale Netze tatsächlich funktionieren. Dieses Buch nimmt Sie mit auf eine unterhaltsame Reise, die mit ganz einfachen Ideen beginnt und Ihnen Schritt für Schritt zeigt, wie
Machine Learning in Finance
Language: en
Pages: 548

Machine Learning in Finance

Authors: Matthew F. Dixon, Igor Halperin, Paul Bilokon
Categories: Business & Economics
Type: BOOK - Published: 2020-07-01 - Publisher: Springer Nature

This book introduces machine learning methods in finance. It presents a unified treatment of machine learning and various statistical and computational disciplines in quantitative finance, such as financial econometrics and discrete time stochastic control, with an emphasis on how theory and hypothesis tests inform the choice of algorithm for financial

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