Serverless Machine Learning with Amazon Redshift ML

Debu Panda

Language: English

Publisher: Packt Publishing

Published: Aug 28, 2023

Description:

Supercharge and deploy Amazon Redshift Serverless, train and deploy machine learning models using Amazon Redshift ML, and run inference queries at scale

Key Features
  • Leverage supervised learning to build binary classification, multi-class classification, and regression models
  • Learn to use unsupervised learning using the K-means clustering method
  • Master the art of time series forecasting using Redshift ML
  • Purchase of the print or Kindle book includes a free PDF eBook
  • Book DescriptionAmazon Redshift Serverless enables organizations to run petabyte-scale cloud data warehouses quickly and in a cost-effective way, enabling data science professionals to efficiently deploy cloud data warehouses and leverage easy-to-use tools to train models and run predictions. This practical guide will help developers and data professionals working with Amazon Redshift data warehouses to put their SQL knowledge to work for training and deploying machine learning...