Learn Amazon SageMaker - Second Edition / Simon, Julien.

Format:

Book

Author/Creator:

Simon, Julien, author.

Contributor:

O'Reilly for Higher Education (Firm), distributor.

Safari, an O'Reilly Media Company.

Language:

English

Subjects (All):

Amazon Web Services (Firm).

Machine learning.

Cloud computing.

Computer vision.

Physical Description:

1 online resource (554 p.)

Edition:

2nd edition.

Place of Publication:

Packt Publishing 2021

Summary:

Amazon SageMaker enables you to quickly build, train and deploy machine learning models at scale without managing any infrastructure. It helps you focus on the machine learning problem at hand and deploy high-quality models by eliminating the heavy lifting typically involved in each step of the ML process. This second edition will help data scientists and ML developers to explore new features such as SageMaker Data Wrangler, Edge Manager, Clarify, Feature Store and much more.

Contents:

Contributors Section 1: Introduction to Amazon SageMaker Chapter 1: Introducing Amazon SageMaker Chapter 2: Handling Data Preparation Techniques Section 2: Building and Training Models Chapter 3: AutoML with Amazon SageMaker Autopilot Chapter 4: Training Machine Learning Models Chapter 5: Training CV Models Chapter 6: Training Natural Language Processing Models Chapter 7: Extending Machine Learning Services Using Built-In Frameworks Chapter 8: Using Your Algorithms and Code Section 3: Diving Deeper into Training Chapter 9: Scaling Your Training Jobs Chapter 10: Advanced Training Techniques Section 4: Managing Models in Production Chapter 11: Deploying Machine Learning Models Chapter 12: Automating Machine Learning Workflows Chapter 13: Optimizing Prediction Cost and Performance About PACKT Other Books You May Enjoy

Notes:

OCLC-licensed vendor bibliographic record.

ISBN:

9781801817950

1801817952

OCLC:

1290491114

Publisher Number:

9781801817950