Angebote zu "Deep" (59 Treffer)

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Deep Learning
€ 80.00 *
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Von drei Experten dieses Fachgebiets verfasst und das einzige umfassende deutsche Buch zu diesem Thema Behandelt alle mathematischen Grundlagen zu den Themen Deep Learning, Machine Learning, Künstliche Intelligenz und Neuronale Netze Mathematische und begriffliche Hintergrundinformationen und relevante Konzepte aus den Bereichen Lineare Algebra, Wahrscheinlichkeitsrechnung, Informationstheorie, Statistik und numerische Berechnung Deep Learning ist eine Form des Machine Learnings, die Computer in die Lage versetzt, aus Erfahrungen zu lernen und so die Welt als miteinander verbundene Ansammlung von hierarchischen Konzepten zu begreifen. Da der Computer Wissen aus der eigenen Erfahrung sammelt, muss kein Mensch mehr alle benötigten Kenntnisse formal eingeben. Die Hierarchie der Konzepte ermöglicht dem Computer das Erlernen komplexer Konzepte, indem er sie aus einfacheren Bausteinen zusammensetzt. Dabei besteht ein Graph dieser Hierarchien aus vielen Schichten. Dieses Buch behandelt eine Vielzahl von Themen rund um das Deep Learning. Es vermittelt dazu mathematische sowie begriffliche Hintergrundinformationen und stellt relevante Konzepte aus den Bereichen lineare Algebra, Wahrscheinlichkeitstheorie und Informationstheorie, numerische Berechnung und Machine Learning vor. Neben einer Beschreibung der in der Praxis genutzten Deep-Learning-Techniken - darunter tiefe Feedforward-Netze, Regularisierung, Optimierungsalgorithmen, konvolutionale Netze, Sequenzmodellierung und praxisorientierte Methodologie - werden auch Anwendungen wie Natural Language Processing, Spracherkennung, Computer Vision, Online-Empfehlungssysteme, Bioinformatik und Videospiele betrachtet. Außerdem bietet das Buch Einblicke in die Forschung und befasst sich dazu mit theoretischen Aspekten wie Linearfaktormodellen, Autoencodern, Representation Learning, strukturierten Wahrscheinlichkeitsmodellen, dem Monte-Carlo-Verfahren, der Partitionsfunktion und der näherungsweisen Inferenz. Deep Learning eignet sich für alle, die während des Bachelor- oder Master-Studiums ihre Laufbahn in Forschung oder Wirtschaft planen, aber auch für Softwareentwickler und Informatiker, die Deep Learning für eigene Produkte oder Plattformen einsetzen möchten. Die Website zum Buch bietet ergänzende Materialien für Leser und Lehrkräfte. Stimmen zum Buch Deep Learning ist - verfasst von drei Experten dieses Fachgebiets - das einzige umfassende Buch zu diesem Thema. - Elon Musk, Co-Chair von OpenAI; Mitgründer und CEO von Tesla und SpaceX

Anbieter: buecher.de
Stand: Sep 25, 2018
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Deep Learning
€ 66.99 *
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Anbieter: buecher.de
Stand: Oct 8, 2018
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Deep Learning: The Definitive Guide
€ 33.99 *
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Provides information on machine learning and deep learning networks for developers and data scientists, covering such topics as the major architectures of deep networks, how to map specific deep networks, and vectorization.

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Stand: Oct 4, 2018
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Fundamentals of Deep Learning
€ 29.99 *
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Uses exposition and examples to help readers to understand major concepts in the field of deep learning in computers. Original.

Anbieter: buecher.de
Stand: Sep 25, 2018
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Deep Learning with Applications Using Python
€ 26.99 *
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Explore deep learning applications, such as computer vision, speech recognition, and chatbots, using frameworks such as TensorFlow and Keras. This book helps you to ramp up your practical know-how in a short period of time and focuses you on the domain, models, and algorithms required for deep learning applications. Deep Learning with Applications Using Python covers topics such as chatbots, natural language processing, and face and object recognition. The goal is to equip you with the concepts, techniques, and algorithm implementations needed to create programs capable of performing deep learning. This book covers convolutional neural networks, recurrent neural networks, and multilayer perceptrons. It also discusses popular APIs such as IBM Watson, Microsoft Azure, and scikit-learn. What You Will Learn Work with various deep learning frameworks such as TensorFlow, Keras, and scikit-learn. Use face recognition and face detection capabilities Create speech-to-text and text-to-speech functionality Engage with chatbots using deep learning Who This Book Is For Data scientists and developers who want to adapt and build deep learning applications.

Anbieter: buecher.de
Stand: Sep 25, 2018
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Deep Learning Revolution
€ 23.99 *
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The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormus profits from automated trading on the New York Stock Exchange. Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.

Anbieter: buecher.de
Stand: Oct 11, 2018
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Java Deep Learning Essentials
€ 49.99 *
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Anbieter: buecher.de
Stand: Sep 25, 2018
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Deep Learning with Azure
€ 25.99 *
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Get up-to-speed with Microsoft´s AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer. Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no longer a question of should I build AI into my business, but more about where do I begin and how do I get started with AI? Written by expert data scientists at Microsoft, Deep Learning with the Microsoft AI Platform helps you with the how-to of doing deep learning on Azure and leveraging deep learning to create innovative and intelligent solutions. Benefit from guidance on where to begin your AI adventure, and learn how the cloud provides you with all the tools, infrastructure, and services you need to do AI. What You´ll Learn Become familiar with the tools, infrastructure, and services available for deep learning on Microsoft Azure such as Azure Machine Learning services and Batch AI Use pre-built AI capabilities (Computer Vision, OCR, gender, emotion, landmark detection, and more) Understand the common deep learning models, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), generative adversarial networks (GANs) with sample code and understand how the field is evolving Discover the options for training and operationalizing deep learning models on Azure Who This Book Is For Professional data scientists who are interested in learning more about deep learning and how to use the Microsoft AI platform. Some experience with Python is helpful.

Anbieter: buecher.de
Stand: Sep 25, 2018
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Deep Learning for Natural Language Processing
€ 25.99 *
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Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory networks, and sequence-2-sequence models. You´ll start by covering the mathematical prerequisites and the fundamentals of deep learning and NLP with practical examples. The first three chapters of the book cover the basics of NLP, starting with word-vector representation before moving onto advanced algorithms. The final chapters focus entirely on implementation, and deal with sophisticated architectures such as RNN, LSTM, and Seq2seq, using Python tools: TensorFlow, and Keras. Deep Learning for Natural Language Processing follows a progressive approach and combines all the knowledge you have gained to build a question-answer chatbot system. This book is a good starting point for people who want to get started in deep learning for NLP. All the code presented in the book will be available in the form of IPython notebooks and scripts, which allow you to try out the examples and extend them in interesting ways. What You Will Learn Gain the fundamentals of deep learning and its mathematical prerequisites Discover deep learning frameworks in Python Develop a chatbot Implement a research paper on sentiment classification Who This Book Is For Software developers who are curious to try out deep learning with NLP.

Anbieter: buecher.de
Stand: Sep 25, 2018
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Deep Learning with R_p1
€ 35.99 *
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Key features · Understand key machine learning concepts · Set up a computer environment for deep learning · Visualize neural networks · Use recurrent neural networks for text and sequence Classification Audience You´ll need intermediate R programming skills. No previous experience with machine learning or deep learning is required.

Anbieter: buecher.de
Stand: Oct 11, 2018
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