Kubeflow for machine learning: from lab to production, trevor grant, holden karau,...
Описание
If you're training a machine learning model but aren't sure how to put it into
production, this book will get you there. Kubeflow provides a collection of
cloud native tools for different stages of a model's lifecycle, from data
exploration, feature preparation, and model training to model serving. This
guide helps data scientists build production-grade machine learning
implementations with Kubeflow and shows data engineers how to make models
scalable and reliable.
Using examples throughout the book, authors Holden Karau, Trevor Grant, Ilan
Filonenko, Richard Liu, and Boris Lublinsky explain how to use Kubeflow to
train and serve your machine learning models on top of Kubernetes in the cloud
or in a development environment on-premises.
Understand Kubeflow's design, core components, and the problems it solves
Understand the differences between Kubeflow on different cluster types
Train models using Kubeflow with popular tools including Scikit-learn,
TensorFlow, and Apache Spark
Keep your model up to date with Kubeflow Pipelines
Understand how to capture model training metadata
Explore how to extend Kubeflow with additional open source tools
Use hyperparameter tuning for training
Learn how to serve your model in production
Також купити книгу Kubeflow for Machine Learning: From Lab to Production,
Trevor Grant, Holden Karau, Boris Lublinsky, Richard Liu, Ilan Filonenko, more
Ви можете по посиланню
Также ищут:
Еще продаю
Похожие товары
ТОП объявления
-
TopMissoniКонсультация таро350 грн -
TopСамый богатый мужчина в вавилоне100 грн
-
TopЧестные аделины700 грн
-
TopНормативный помощник нотариуса 20251999 грн
-
TopПуговицы и кружево730 грн
-
TopКнига летающий корабль220 грн
-
TopКнижки 18+ пенелопа скай1200 грн
-
TopПроект счастья150 грн
