Anna Dawid, Miriam Büttner, Julian Arnold, Borja Requena, Alexander Gresch, Marcin Podzie, Kaelan Donatella, Kim A. Nicoli, Paolo Stornati, Rouven Koch...
Solve machine learning engineering challenges for GenAI applications on AWS and automate the LLMOps workflows using AWS services like Amazon Bedrock and Amazon SageMaker Key Features Learn how to build RAG and agent-based GenAI...Loe edasi...
The book offers a theoretical orientation to the concepts required to introduce or review statistical and machine learning topics, and in addition to teaching the techniques, instructs readers on how to perform, implement, and interpret code and a...Loe edasi...
Multivariate Statistics and Machine Learning is a hands-on textbook providing an in-depth guide to multivariate statistics and select machine learning topics using R and Python software.The book offers a theoretical orientation to th...Loe edasi...
The primary objective of this book is to provide an in-depth exploration of the latest advancements in data mining and machine learning. It aims to present readers with a comprehensive understanding of cutting-edge techniques that are shaping the fi...Loe edasi...
(Ilmumisaeg: 30-Sep-2025, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781316519509)
Explore how and why machine learning algorithms work with this self-contained, hands-on textbook for senior undergraduate and graduate students. Using Matlab and Python, it includes over 85 worked examples demonstrating how to implement algorithms,...Loe edasi...
Open Source MLOPs with DVC and CML is your comprehensive guide to the production of automated machine learning pipelines, enhancing the reproducibility and portability of your models, ensuring that you can get the best results time and time again an...Loe edasi...
This book presents a collection of extended papers selected from the 22nd IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2023) and focuses on deep learning architectures and their applications in domains such as healt...Loe edasi...
Sari: Springer Proceedings in Mathematics & Statistics
(Ilmumisaeg: 21-Sep-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031513411)
In the dynamic landscape of technology, machine learning and big data analytics have emerged as transformative forces, reshaping industries and empowering innovation. Machine learning, a subset of artificial intelligence, equips systems to learn a...Loe edasi...
In the 21st century, decision-making processes are increasingly being transferred from humans to machines. Algorithms and prediction capture and shape our choices about how we live and interact with others before we can register their mechanisms o...Loe edasi...
Developers working with Oracle Cloud or trying to build ML systems will be able to put their knowledge to work with this practical guide to easily create, train, test, deploy, monitor and optimize ML models. The book provides a hands-on approach to...Loe edasi...
Ranjith Rajamanickam, Amit Sharma, Dhivya Ranjith, J. Paulo Davim
Sari: Advanced Mechanical Engineering
(Ilmumisaeg: 01-Sep-2025, Hardback, Kirjastus: De Gruyter, ISBN-13: 9783119147828)
Machine Learning for Medical Applications – Volume II delves into the intersection of artificial intelligence, computer vision, and healthcare, offering a comprehensive exploration of how machine learning is revolutionizing disease detection and d...Loe edasi...
Ranjith Rajamanickam, Amit Sharma, Dhivya Ranjith, J. Paulo Davim
Sari: Advanced Mechanical Engineering
(Ilmumisaeg: 01-Sep-2025, Hardback, Kirjastus: De Gruyter, ISBN-13: 9783111503189)
Machine Learning for Medical Applications – Volume I provides an in-depth look into the frontier of artificial intelligence in healthcare, bringing together contributions from leading researchers and innovators. This volume focuses on three critic...Loe edasi...
Less-supervised Segmentation with CNNs: Scenarios, Models and Optimization reviews recent progress in deep learning for image segmentation under scenarios with limited supervision, with a focus on medical imaging. The book presents main app...Loe edasi...
(Ilmumisaeg: 28-Aug-2025, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783662701546)
This professional book is one of the first German-language publications to provide a comprehensive overview of how artificial intelligence (AI) and machine learning (ML) are used in the context of sports science research and practice.In add...Loe edasi...
An invaluable companion for anyone who wants a deep understanding of whats under the hood of often inscrutable machines Melanie Mitchell A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoi...Loe edasi...
A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligenceMachine learning systems are making life-altering decisions for us: approving mortgage loans, det...Loe edasi...
This book presents various machine learning applications in the field of engineering with a focus on deep learning-based machine learning approaches. It examines the relationship between three different multidisciplinary engineering branches: biom...Loe edasi...
(Ilmumisaeg: 14-Aug-2025, Hardback, Kirjastus: Viz Media, Subs. of Shogakukan Inc, ISBN-13: 9781974752959)
The classic science fiction–horror manga from the mind of Kazuo Umezz, creator of The Drifting Classroom, Orochi, and Cat-Eyed Boy!When an industrial robot named Monroe begins to work at his father’s factory, Sator...Loe edasi...
Mathematical Foundations for Deep Learning bridges the gap between theoretical mathematics and practical applications in artificial intelligence (AI). This guide delves into the fundamental mathematical concepts that power modern deep lea...Loe edasi...
