ODBIERZ TWÓJ BONUS :: »

Mastering Azure Machine Learning - Second Edition

(ebook) (audiobook) (audiobook) Język publikacji: angielski
Mastering Azure Machine Learning - Second Edition Christoph Körner, Marcel Alsdorf - okładka książki

Mastering Azure Machine Learning - Second Edition Christoph Körner, Marcel Alsdorf - okładka książki

Mastering Azure Machine Learning - Second Edition Christoph Körner, Marcel Alsdorf - okładka audiobooka MP3

Mastering Azure Machine Learning - Second Edition Christoph Körner, Marcel Alsdorf - okładka audiobooks CD

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
624
2w1 w pakiecie:
     PDF
     ePub

Ebook

139,00 zł

Dodaj do koszyka lub Kup na prezent Kup 1-kliknięciem

Poleć tę książkę znajomemu Poleć tę książkę znajomemu!!

Przenieś na półkę

Do przechowalni

Prezent last minute w helion.pl

Azure Machine Learning is a cloud service for accelerating and managing the machine learning (ML) project life cycle that ML professionals, data scientists, and engineers can use in their day-to-day workflows. This book covers the end-to-end ML process using Microsoft Azure Machine Learning, including data preparation, performing and logging ML training runs, designing training and deployment pipelines, and managing these pipelines via MLOps.

The first section shows you how to set up an Azure Machine Learning workspace; ingest and version datasets; as well as preprocess, label, and enrich these datasets for training. In the next two sections, you'll discover how to enrich and train ML models for embedding, classification, and regression. You'll explore advanced NLP techniques, traditional ML models such as boosted trees, modern deep neural networks, recommendation systems, reinforcement learning, and complex distributed ML training techniques - all using Azure Machine Learning.

The last section will teach you how to deploy the trained models as a batch pipeline or real-time scoring service using Docker, Azure Machine Learning clusters, Azure Kubernetes Services, and alternative deployment targets.

By the end of this book, you'll be able to combine all the steps you've learned by building an MLOps pipeline.

Wybrane bestsellery

0 Christoph Körner, Marcel Alsdorf

Zamknij

Wybierz metodę płatności