ODBIERZ TWÓJ BONUS :: »

Machine Learning on Kubernetes

(ebook) (audiobook) (audiobook) Język publikacji: angielski
Machine Learning on Kubernetes Faisal Masood, Ross Brigoli - okładka książki

Machine Learning on Kubernetes Faisal Masood, Ross Brigoli - okładka książki

Machine Learning on Kubernetes Faisal Masood, Ross Brigoli - okładka audiobooka MP3

Machine Learning on Kubernetes Faisal Masood, Ross Brigoli - okładka audiobooks CD

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
384
Dostępne formaty:
     PDF
     ePub

Ebook

119,00 zł

Dodaj do koszyka lub Kup na prezent Kup 1-kliknięciem

Przenieś na półkę

Do przechowalni

MLOps is an emerging field that aims to bring repeatability, automation, and standardization of the software engineering domain to data science and machine learning engineering. By implementing MLOps with Kubernetes, data scientists, IT professionals, and data engineers can collaborate and build machine learning solutions that deliver business value for their organization.

You'll begin by understanding the different components of a machine learning project. Then, you'll design and build a practical end-to-end machine learning project using open source software. As you progress, you'll understand the basics of MLOps and the value it can bring to machine learning projects. You will also gain experience in building, configuring, and using an open source, containerized machine learning platform. In later chapters, you will prepare data, build and deploy machine learning models, and automate workflow tasks using the same platform. Finally, the exercises in this book will help you get hands-on experience in Kubernetes and open source tools, such as JupyterHub, MLflow, and Airflow.

By the end of this book, you'll have learned how to effectively build, train, and deploy a machine learning model using the machine learning platform you built.

Wybrane bestsellery

0 Faisal Masood, Ross Brigoli

Packt Publishing - inne książki

Zamknij

Wybierz metodę płatności