Lat Machine Learning with Amazon SageMaker Cookbook

80 proven recipes for data scientists and developers to perform machine learning experiments and deployments
1. Auflage 2021
ISBN: 978-1-80056-612-5
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 762 Seiten

No detailed description available for "Machine Learning with Amazon SageMaker Cookbook".

Autoren/Hrsg.

Lat, Joshua Arvin

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke

Inhaltsverzeichnis

Table of Contents - Getting Started with Machine Learning Using Amazon SageMaker
- Building and Using your own Algorithm Container Image
- Using Machine Learning and Deep Learning Frameworks with Amazon SageMaker
- Preparing, Processing, and Analyzing the Data
- Effectively Managing Machine Learning Experiments
- Automated Machine Learning in Amazon SageMaker
- Working with SageMaker Feature Store, SageMaker Clarify, and SageMaker Model Monitor
- Solving NLP, Image Classification, and Time-Series Forecasting Problems with Built-in Algorithms
- Managing Machine Learning Workflows and Deployments

Über Autor(innen)

Lat Joshua Arvin:

Joshua Arvin Lat is the Chief Technology Officer (CTO) of NuWorks Interactive Labs, Inc. He previously served as the CTO for three Australian-owned companies and as director of software development and engineering for multiple e-commerce start-ups in the past. Years ago, he and his team won first place in a global cybersecurity competition with their published research paper. He is also an AWS Machine Learning Hero and has shared his knowledge at several international conferences, discussing practical strategies on machine learning, engineering, security, and management.