Serverless machine learning with Amazon Redshift : create, train, and deploy machine learning models using familiar SQL commands /: create, train, and deploy machine learning models using familiar SQL commands. (2023)

• Record Type: Book
• Further Information: Note: Debabrata Panda, Phil Bates, Bhanu Pittampally, Sumeet Joshi.
• Authors: Panda, Debabrata; Bates, Phil; Pittampally, Bhanu; Joshi, Sumeet
• Contents: Table of ContentsIntroduction to Redshift ServerlessData Loading and Analytics on Redshift ServerlessApplying Machine Learning in Your Data Warehouse Leveraging Amazon Redshift Machine Learning Building Your First Machine Learning ModelBuilding Classification ModelsBuilding Regression ModelsBuilding Unsupervised Models with K-Means ClusteringDeep Learning with Redshift MLCreating Custom ML Models with XGBoostBring Your Own Models for in Database InferenceTime-Series Forecasting in your Data WarehouseOperationalizing and Optimizing Amazon Redshift ML Models.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2023
• Extent: 1 online resource (384 pages)
• Subjects: 006.3; Machine learning; Cloud computing
• Languages: English
• ISBNs: 9781804619698
• Related ISBNs: 9781804619285
• 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.