Serverless Machine Learning with Amazon Redshift ML
Create, train, and deploy machine learning models using familiar SQL commands
Publisher:Packt Publishing Limited
By: Debu Panda, Sumeet Joshi, Phil Bates and Bhanu Pittampally
Paid access
|Sep 2023
Table of Contents
- Introduction to Redshift Serverless
- Data Loading and Analytics on Redshift Serverless
- Applying Machine Learning in Your Data Warehouse
- Leveraging Amazon Redshift Machine Learning
- Building Your First Machine Learning Model
- Building Classification Models
- Building Regression Models
- Building Unsupervised Models with K-Means Clustering
- Deep Learning with Redshift ML
- Creating Custom ML Models with XGBoost
- Bring Your Own Models for in Database Inference
- Time-Series Forecasting in your Data Warehouse
- Operationalizing and Optimizing Amazon Redshift ML Models
PDF ISBN: 978-1-80461-969-8
Publisher: Packt Publishing Limited
Copyright owner: © 2023 Packt Publishing Limited
Publication date: 2023
Language: English
Pages: 290
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