PirateBay Download | jiang j distributed machine learning gradient optimiz 2022

jiang j distributed machine learning gradient optimiz 2022

Type:: E-books
Files:: 1
Size:: 4.5 MB
Uploaded On:: Feb. 27, 2022, 9:20 a.m.
Added By:: andryold1
Seeders:: 0
Leechers:: 1
Info Hash:: 34052A3CD4F2C3E5CF3BEAD3AE2CACC52D826FB6

Textbook in PDF format This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing machine learning algorithms in a distributed environment has become a key technology, and recent research has shown gradient-based iterative optimization to be an effective solution. Focusing on methods that can speed up large-scale gradient optimization through both algorithm optimizations and careful system implementations, the book introduces three essential techniques in designing a gradient optimization algorithm to train a distributed machine learning model: parallel strategy, data compression and synchronization protocol. Written in a tutorial style, it covers a range of topics, from fundamental knowledge to a number of carefully designed algorithms and systems of distributed machine learning. It will appeal to a broad audience in the field of machine learning, artificial intelligence, big data and database management

Get This Torrent

Jiang J. Distributed Machine Learning and Gradient Optimiz. 2022.pdf 4.5 MB

Details for: Jiang J. Distributed Machine Learning and Gradient Optimiz. 2022

jiang j distributed machine learning gradient optimiz 2022

Similar Posts: