Learning Systems – Bücher, LPs, CDs und mehr

Anand Sampat, Mohamed El-Geish, Shabaz Patel

Shipping Machine Learning Systems

This book bridges the gap between theoretical machine learning (ML) and its practical application in industry. It serves as a handbook for shipping production-grade ML systems, addressing challenges often…

Jim Dowling

Building Machine Learning Systems with a Feature Store

Get up to speed on a new unified approach to building machine learning (ML) systems with a feature store. Using this practical book, data scientists and ML engineers will learn in detail how to develop an…

Jan Kalenda

Formation of Adult Learning Systems in Central Europe

This book explores the formation and development of the cross-national patterns of adult learning systems between 1989 and 2019 in four Central European countries: the Czech Republic, Slovakia, Hungary an…

Valerii Babushkin, Arseny Kravchenko

Machine Learning System Design

From the back cover:In Machine Learning System Design: With end-to-end examples you'll find a step-by-step framework for creating, implementing, releasing, and maintaining your ML system. Every part of th…

Thomas Foley, Leora I. Horwitz

Learning Health Systems

Despite enormous efforts at healthcare improvement, major challenges remain in achieving optimal outcomes, safety, cost, and value. This Element introduces the concept of learning health systems, which ha…

Zhe Wang, Chao Pu, Felice Wang

Deep Learning Recommender Systems

Recommender systems are ubiquitous in modern life and are one of the main monetization channels for Internet technology giants. This book helps graduate students, researchers and practitioners to get to g…

Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu

Machine Learning Production Systems

"Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting--especially for recent ML graduates and those movin…

Bing Liu, Sahisnu Mazumder

Lifelong and Continual Learning Dialogue Systems

This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated int…

Tariq M Arif

Deep Learning on Embedded Systems

Comprehensive, accessible introduction to deep learning for engineering tasks through Python programming, low-cost hardware, and freely available softwareDeep Learning on Embedded Systems is a comprehensi…

Sean Meyn

Control Systems and Reinforcement Learning

"A high school student can create deep Q-learning code to control her robot, without any understanding of the meaning of "deep" or "Q", or why the code sometimes fails. This book …

Rezvan Mohamadrezaei, Reza Ravanmehr

Session-Based Recommender Systems Using Deep Learning

This book focuses on the widespread use of deep neural networks and their various techniques in session-based recommender systems (SBRS). It presents the success of using deep learning techniques in many …

Kris Bowers

The Wild Robot (O.S.T) (Purple & Turquoise Marbled Vinyl)

Narayan

The Future of Control Systems: Embracing Uncertainty with Online Learning

"The Future of Control Systems: Embracing Uncertainty with Online Learning" emphasizes a forward-thinking approach. It suggests that traditional control systems struggle with unpredictable envir…

The Wild Robot (O.S.T.) (Limited Edition) (Crystal Clear W/ Blue Orb & Green, Mint, Blue & Black Splatter Vinyl)

In Zusammenarbeit mit Back Lot Music veröffentlicht Waxwork Records den The Wild Robot Original Motion Picture Soundtrack mit Musik von Kris Bowers. The Wild Robot ist ein DreamWorks-Animationsfilm aus de…

Machine Learning for Cyber Physical System: Advances and Challenges

This book provides a comprehensive platform for learning the state-of-the-art machine learning algorithms for solving several cybersecurity issues. It is helpful in guiding for the implementation of smart…

Anna Faiella

Learning from Disasters to Enhance Resilience of Urban Complex Systems

This book presents research which gets shaped around three main pillars: Damage and Loss Data, Spatial Planning and Resilience Management. It considers Spatial Planning as key for risk reduction, preventi…

Bosen Lian, Wenqian Xue, Bahare Kiumarsi, Hamidreza Modares

Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games

Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games develops its specific learning techniques, motivated by application to autonomous driving and microgrid systems, with brea…

Paradigm Shifts in Communication, Embedded Systems, Machine Learning, and Signal Processing

This two-volume set CCIS 2490-2491 constitutes the refereed proceedings of the Third International Conference on Paradigm Shifts in Communication, Embedded Systems, Machine Learning, and Signal Processing…

Paradigm Shifts in Communication, Embedded Systems, Machine Learning, and Signal Processing

This two-volume set CCIS 2490-2491 constitutes the refereed proceedings of the Third International Conference on Paradigm Shifts in Communication, Embedded Systems, Machine Learning, and Signal Processing…