Deep Learning – Bücher, CDs, LPs und mehr, Seite 2

Leonid Berlyand, Pierre-Emmanuel Jabin
Mathematics of Deep Learning

De Gruyter Textbook

This course aims at providing a mathematical perspective to some key elements of the so-called deep neural networks (DNNs). Much of the interest on deep learning has focused on the implementation of DNN-b…

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Lei Huang
Normalization Techniques in Deep Learning

Synthesis Lectures on Computer Vision

This book surveys normalization techniques with a deep analysis in training deep neural networks. Normalization methods can improve the training stability, optimization efficiency, and generalization abil…

lieferbar ab 12.6.2026.

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Deep Learning in Drug Design

Deep Learning in Drug Design: Methods and Applications summarizes the most recent methods, and technological advances of deep learning for drug design, which mainly consists of molecular representations, …

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Anne Sliwka, Britta Klopsch
Deeper Learning in der Schule

Deeper Learning beschreibt eine innovative Pädagogik, durch die Schülerinnen und Schüler im Kontext der Digitalisierung von passiven Wissensempfängern zu aktiven Gestaltern ihres Lernens werden. Das Buch …

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Dubnov Shlomo
Lecture Notes In Deep Learning

The compendium provides an introduction to the theory of deep learning, from basic principles of neural network modeling and optimization to more advanced topics of neural networks as Gaussian processes, …

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Andrew Green
Deep Learning in Quantitative Finance

Wiley Finance

The complete and practical guide to one of the hottest topics in quantitative financeDeep learning, that is, the use of deep neural networks, is now one of the hottest topics amongst quantitative analysts…

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Reinhard Heckel
Deep Learning for Computational Imaging

This textbook offers an introduction to deep learning for solving inverse problems. It introduces deep neural networks and deep neural network based signal and image reconstruction techniques. It discusse…

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Dubnov Shlomo
Lecture Notes In Deep Learning

The compendium provides an introduction to the theory of deep learning, from basic principles of neural network modeling and optimization to more advanced topics of neural networks as Gaussian processes, …

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Zihao Zhang, Stefan Zohren
Deep Learning in Quantitative Trading

This Element provides a comprehensive guide to deep learning in quantitative trading, merging foundational theory with hands-on applications. It is organized into two parts. The first part introduces the …

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Theoretical Foundations of Deep Learning

This book offers a comprehensive exploration of the theoretical foundations of deep learning, bridging the gap between its ever increasing empirical success and rigorous mathematical understanding. With a…

lieferbar ab 8.7.2026.

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Machine Learning and Deep Learning in Drug Design

Drug Discovery Series

Machine learning (ML) and deep learning (DL) are reshaping the landscape of drug design. This comprehensive volume explores how these technologies are applied across the entire drug discovery pipeline--fr…

lieferbar ab 22.7.2026.

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Zuxuan Wu, Yu-Gang Jiang
Deep Learning for Video Understanding

Wireless Networks

This book presents deep learning techniques for video understanding. For deep learning basics, the authors cover machine learning pipelines and notations, 2D and 3D Convolutional Neural Networks for spati…

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Zihao Zhang, Stefan Zohren
Deep Learning in Quantitative Trading

This Element provides a comprehensive guide to deep learning in quantitative trading, merging foundational theory with hands-on applications. It is organized into two parts. The first part introduces the …

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Filippo Biscarini, Nelson Nazzicari
Deep Learning for Life Sciences

Decoding Evolution - Band 1

Artificial intelligence is already ubiquitous in the life sciences, from cancer diagnosis to medical image analysis, from precision agriculture to wildlife monitoring. It is therefore essential for any sc…

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Howard Huang
Deep Learning with PyTorch, Second Edition

Get a free eBook (PDF or ePub) from Manning as well as access to the online liveBook format (and its AI assistant that will answer your questions in any language) when you purchase the print book.PyTorch …

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Deep Learning Theory and Applications

Communications in Computer and Information Science - Band 2627

This book constitutes revised selected papers from the 6th International Conference on Deep Learning Theory and Applications, DeLTA 2025, which took place in Bilbao, Spain, during June 12-13, 2025.The 9 f…

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Xingzhuo Chen
Deep Learning on Type Ia Supernovae

Springer Theses

The thesis presents the design of an Artificial Intelligence Assisted Inversion (AIAI) method to estimate type Ia supernova (SN Ia) ejecta structure based on the observed optical spectral time sequence. T…

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Deep Learning Assessment of Neurological Imaging

Deep Learning Assessment of Neurological Imagingprovides an introduction to deep learning structures and pre-processing methods for detecting MRI anomalies. The book also provides a comprehensive accounti…

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Alberto Bressan, Alfio Quarteroni, Guido De Philippis, Leon Bungert
PDEs, Control and Deep Learning

Lecture Notes in Mathematics

This volume includes lectures presented at the CIME School on "PDEs, Control and Deep Learning", held in Cetraro (Italy) from July 22 to 26, 2024. It provides a comprehensive and up-to-date view…

lieferbar ab 31.7.2026.

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Chollet Francois
Deep Learning with Python, Third Edition

The bestselling book on Python deep learning, now covering generative AI, Keras 3, PyTorch, and JAX!Deep Learning with Python, Third Edition puts the power of deep learning in your hands. This new edition…

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