MLOps with Red Hat OpenShift (ePub)
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenloser tolino webreader
MLOps with OpenShift offers practical insights for implementing MLOps workflows on the dynamic OpenShift platform. As organizations worldwide seek to harness the power of machine learning operations, this book lays the foundation for your MLOps success. Starting with an exploration of key MLOps concepts, including data preparation, model training, and deployment, you'll prepare to unleash OpenShift capabilities, kicking off with a primer on containers, pods, operators, and more.
With the groundwork in place, you'll be guided to MLOps workflows, uncovering the applications of popular machine learning frameworks for training and testing models on the platform.
As you advance through the chapters, you'll focus on the open-source data science and machine learning platform, Red Hat OpenShift Data Science, and its partner components, such as Pachyderm and Intel OpenVino, to understand their role in building and managing data pipelines, as well as deploying and monitoring machine learning models.
Armed with this comprehensive knowledge, you'll be able to implement MLOps workflows on the OpenShift platform proficiently.
- Autoren: Ross Brigoli , Faisal Masood
- 2024, 238 Seiten, Englisch
- Verlag: Packt Publishing
- ISBN-10: 1805125850
- ISBN-13: 9781805125853
- Erscheinungsdatum: 31.01.2024
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: ePub
- Ohne Kopierschutz
eBooks und Audiobooks (Hörbuch-Downloads) mit der Familie teilen und gemeinsam genießen. Mehr Infos hier.
Schreiben Sie einen Kommentar zu "MLOps with Red Hat OpenShift".
Kommentar verfassen