May 2026
Beginner to intermediate
354 pages
9h 12m
English
Content preview from A Practical Guide to Oracle AI Engineering
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7
Model Deployment and Optimization on HeatWave
In the previous chapter, we explored HeatWave, its core concepts, and also created a database. In this chapter, we expand to start working with the database and AutoML. We will create a Linux virtual machine (VM) to help us explore AutoML. This will start with importing data into the database, training the model, and utilizing AutoML to incorporate machine learning. We will also examine the features of Autopilot.
In this chapter, we will cover the following topics:
- How to build a Linux VM and load your data
- Use cases for machine learning inside the database
Technical requirements
All the demos in this chapter assume that you have an Oracle Cloud Infrastructure (OCI) account with admin access ...
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