MLOps engineering at scale / Carl Osipov.

Format:

Video

Author/Creator:

Osipov, Carl, author.

Contributor:

Manning Publications (Firm), publisher.

Language:

English

Subjects (All):

Machine learning--Computer programs.

Machine learning.

Physical Description:

1 online resource (1 video file (8 hr., 6 min.)) : sound, color.

Edition:

[First edition].

Video edition.

Place of Publication:

[Shelter Island, New York] : Manning Publications, [2024]

Summary:

MLOps Engineering at Scale teaches you how to implement efficient machine learning systems using pre-built services from AWS and other cloud vendors. This easy-to-follow book guides you step-by-step as you set up your serverless ML infrastructure, even if you’ve never used a cloud platform before. You’ll also explore tools like PyTorch Lightning, Optuna, and MLFlow that make it easy to build pipelines and scale your deep learning models in production.

Notes:

OCLC-licensed vendor bibliographic record.

"In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video."

OCLC:

1450374548

Publisher Number:

9781617297762VE