Machine Learning for Oracle Database Professionals
Deploying Model-Driven Applications and Automation Pipelines
903 kr
Läs direkt i Bokus Reader – eller ladda ned till din enhet
Beskrivning
Database developers and administrators will use this book to learn how to deploy machine learning models in Oracle Database and in Oracle’s Autonomous Database cloud offering. 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. Discussion around the examples helps you gain a conceptual understanding of machine learning. Important concepts discussed include the methods involved, the algorithms to choose from, and mechanisms for process and deployment. Seasoned database professionals looking to make the leap into machine learning as a growth path will find much to like in this book as it helps you step up and use your current knowledge of Oracle Database to transition into providing machine learning solutions.
What You Will Learn
- Use the Oracle Machine Learning (OML) Notebooks for data visualization and machine learning model building and evaluation
- Understand Oracle offerings for machine learning
- Develop machine learning with Oracle database using the built-in machine learning packages
- Develop and deploy machine learning models using OML4SQL and OML4R
- Leverage the Oracle Autonomous Database and its collaborative environment for Oracle Machine Learning
- Develop and deploy machine learning projects in Oracle Autonomous Database
- Build an automated pipeline that can detect and handle changes in data/model performance
Who This Book Is For
Database developers and administrators who want to learn about machine learning, developers who want to build models and applications using Oracle Database’s built-in machine learning feature set, and administrators tasked with supporting applications on Oracle Database that make use of the Oracle Machine Learning feature set
Produktinformation
Utforska kategorier
Hoppa över listan
Mer från samma författare
School Culture Development in China - Perceptions of Teachers and Principals
Xiaoju Duan, Xiangyun Du, Kai Yu
E-bok
2022708 kr
School Culture Development in China - Perceptions of Teachers and Principals
Xiaoju Duan, Xiangyun Du, Kai Yu
E-bok
2022708 kr
Del 11266
Intelligence Science and Big Data Engineering
Yuxin Peng, Kai Yu, Jiwen Lu, Xingpeng Jiang
Häftad, 2018
572 kr
Intelligence Science and Big Data Engineering
Xingpeng Jiang, Jiwen Lu, Kai Yu, Yuxin Peng
E-bok
2018734 kr
School Culture Development in China - Perceptions of Teachers and Principals
Kai Yu, Xiangyun Du, Xiaoju Duan
Häftad, 2024
606 kr
School Culture Development in China - Perceptions of Teachers and Principals
Kai Yu, Xiangyun Du, Xiaoju Duan
Inbunden, 2014
1 358 kr
Hoppa över listan
Du kanske också är intresserad av
- Nyhet
Real World SQL and PL/SQL: Advice from the Experts
Alex Nuijten, Martin Widlake, Heli Helskyaho, Brendan Tierney, Arup Nanda
E-bok
2016921 kr
Extending Oracle Application Express with Oracle Cloud Features
Adrian Png, Heli Helskyaho
Häftad, 2022
610 kr
Real World SQL and PL/SQL: Advice from the Experts
Arup Nanda, Brendan Tierney, Heli Helskyaho, Martin Widlake, Alex Nuijten
Häftad, 2016
648 kr
School Culture Development in China - Perceptions of Teachers and Principals
Xiaoju Duan, Xiangyun Du, Kai Yu
E-bok
2022708 kr