Machine learning for oracle database professionals : deploying model-driven applications and automation pipelines

1. Introduction to Machine Learning 2. Oracle and Machine Learning 3: Oracle Machine Learning for SQL 4. Oracle Autonomous Database for Machine Learning 5. Running Oracle Machine Learning with Autonomous Database 6. Building Machine Learning Models with OML Notebooks 7. Oracle Analytics Cloud 8. Delivery and Automation Pipeline in Machine Learning 9. ML Deployment Pipeline Using Oracle Machine Learning 10. Building Reproducible ML Pipelines Using Oracle Machine Learning.

The book covers the technologies that make up the Oracle Machine Learning (OML) platform, including OML4SQL, OML Notebooks, OML4R, and OML4Py. The book focuses on Oracle Machine Learning as part of the Oracle Autonomous Database collaborative environment. Also covered are advanced topics such as delivery and automation pipelines. Throughout the book you will find practical details and hand-on examples showing you how to implement machine learning and automate deployment of machine learning.