Scalable and Distributed Machine Learning and Deep Learning Patterns is popular PDF and ePub book, written by Thomas, J. Joshua in 2023-08-25, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Scalable and Distributed Machine Learning and Deep Learning Patterns can be Read Online from any device for your convenience.
Scalable and Distributed Machine Learning and Deep Learning Patterns Book PDF Summary
Scalable and Distributed Machine Learning and Deep Learning Patterns is a practical guide that provides insights into how distributed machine learning can speed up the training and serving of machine learning models, reduce time and costs, and address bottlenecks in the system during concurrent model training and inference. The book covers various topics related to distributed machine learning such as data parallelism, model parallelism, and hybrid parallelism. Readers will learn about cutting-edge parallel techniques for serving and training models such as parameter server and all-reduce, pipeline input, intra-layer model parallelism, and a hybrid of data and model parallelism. The book is suitable for machine learning professionals, researchers, and students who want to learn about distributed machine learning techniques and apply them to their work. This book is an essential resource for advancing knowledge and skills in artificial intelligence, deep learning, and high-performance computing. The book is suitable for computer, electronics, and electrical engineering courses focusing on artificial intelligence, parallel computing, high-performance computing, machine learning, and its applications. Whether you're a professional, researcher, or student working on machine and deep learning applications, this book provides a comprehensive guide for creating distributed machine learning, including multi-node machine learning systems, using Python development experience. By the end of the book, readers will have the knowledge and abilities necessary to construct and implement a distributed data processing pipeline for machine learning model inference and training, all while saving time and costs.
Detail Book of Scalable and Distributed Machine Learning and Deep Learning Patterns PDF
- Author : Thomas, J. Joshua
- Release : 25 August 2023
- Publisher : IGI Global
- ISBN : 9781668498057
- Genre : Computers
- Total Page : 315 pages
- Language : English
- PDF File Size : 10,6 Mb
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