deep learning a practitioners approach

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Deep Learning

Author : Josh Patterson
ISBN : 9781491914212
Genre : Computers
File Size : 90. 31 MB
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Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—especially deep neural networks—make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning networks. Authors Adam Gibson and Josh Patterson provide theory on deep learning before introducing their open-source Deeplearning4j (DL4J) library for developing production-class workflows. Through real-world examples, you’ll learn methods and strategies for training deep network architectures and running deep learning workflows on Spark and Hadoop with DL4J. Dive into machine learning concepts in general, as well as deep learning in particular Understand how deep networks evolved from neural network fundamentals Explore the major deep network architectures, including Convolutional and Recurrent Learn how to map specific deep networks to the right problem Walk through the fundamentals of tuning general neural networks and specific deep network architectures Use vectorization techniques for different data types with DataVec, DL4J’s workflow tool Learn how to use DL4J natively on Spark and Hadoop

Der F Nfte Elefant

Author : Terry Pratchett
ISBN : 9783641060442
Genre : Fiction
File Size : 38. 95 MB
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Im Auftrag des Patriziers reist Sam Mumm von der Stadtwache in das geheimnisvolle Land Überwald. Dort erfährt er, dass den Zwergen die uralte Steinsemmel, das Symbol der Königswürde, gestohlen wurde. Er stellt Ermittlungen an und gerät dabei in die verwickelten Auseinandersetzungen zwischen Zwergen, Werwölfen und Vampiren... Im Medium der Scheibenwelt erzählt Pratchett von der Annäherung fremder Nachbarn mit psychologischer Tiefe und satirischer Schärfe

Neuronale Netze Selbst Programmieren

Author : Tariq Rashid
ISBN : 3960090439
Genre : Computers
File Size : 80. 79 MB
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Einf Hrung In Python

Author : Mark Lutz
ISBN : 9783897214880
Genre : Python (Computer program language)
File Size : 55. 45 MB
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Sql In A Nutshell

Author : Kevin E. Kline
ISBN : 3897213400
Genre :
File Size : 53. 12 MB
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Machine Learning Mit Python

Author : Sebastian Raschka
ISBN : 9783958454248
Genre : Computers
File Size : 34. 1 MB
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Reverse Hypothesis Machine Learning

Author : Parag Kulkarni
ISBN : 9783319553122
Genre : Computers
File Size : 35. 68 MB
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This book introduces a paradigm of reverse hypothesis machines (RHM), focusing on knowledge innovation and machine learning. Knowledge- acquisition -based learning is constrained by large volumes of data and is time consuming. Hence Knowledge innovation based learning is the need of time. Since under-learning results in cognitive inabilities and over-learning compromises freedom, there is need for optimal machine learning. All existing learning techniques rely on mapping input and output and establishing mathematical relationships between them. Though methods change the paradigm remains the same—the forward hypothesis machine paradigm, which tries to minimize uncertainty. The RHM, on the other hand, makes use of uncertainty for creative learning. The approach uses limited data to help identify new and surprising solutions. It focuses on improving learnability, unlike traditional approaches, which focus on accuracy. The book is useful as a reference book for machine learning researchers and professionals as well as machine intelligence enthusiasts. It can also used by practitioners to develop new machine learning applications to solve problems that require creativity.

Lernen Sichtbar Machen Berarbeitete Deutschsprachige Ausgabe Von Visible Learning

Author : John Hattie
ISBN : 3834012807
Genre :
File Size : 34. 27 MB
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Selbstbild

Author : Carol Dweck
ISBN : 9783492972826
Genre : Psychology
File Size : 31. 67 MB
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Spitzensportler, Geigenvirtuosen, Elitestudenten, Karrieremenschen – in der Regel sprechen wir Erfolge den Begabungen des Menschen zu. Doch dieser Glaube ist nicht nur falsch, er hindert auch unser persönliches Fortkommen und schränkt unser Potenzial ein. Die Psychologin Carol Dweck beweist: Entscheidend für die Entwicklung eines Menschen ist nicht das Talent, sondern das eigene Selbstbild. Was es damit auf sich hat, wie Ihr eigenes Selbstbild aussieht und wie Sie diese Erkenntnisse für sich persönlich nutzen können, erfahren Sie in diesem Buch.

K Nstliche Intelligenz

Author : Stuart J. Russell
ISBN : 3827370892
Genre :
File Size : 43. 76 MB
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