Applied machine learning and high performance computing on AWS : accelerate development of machine learning applications following architectural best practices /: accelerate development of machine learning applications following architectural best practices. (2022)

• Record Type: Book
• Further Information: Note: Mani Khanuja, Farooq Sabir, Shreyas Subramanian, Trenton Potgieter.
• Authors: Khanuja, Mani; Sabir, Farooq; Subramanian, Shreyas; Potgieter, Trenton
• Contents: Table of ContentsHigh-Performance Computing FundamentalsData Management and TransferCompute and NetworkingData StorageData AnalysisDistributed Training of Machine Learning ModelsDeploying Machine Learning Models at ScaleOptimizing and Managing Machine Learning Models for Edge DeploymentPerformance Optimization for Real-Time InferenceData VisualizationComputational Fluid DynamicsGenomicsAutonomous VehiclesNumerical Optimization.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 006.31; Machine learning -- Computer programs; High performance computing; Cloud computing; Web services
• Languages: English
• ISBNs: 9781803244440
• Related ISBNs: 9781803237015
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.