October 2019
Intermediate to advanced
426 pages
10h 8m
English
Overview
This detailed guide dives into utilizing Amazon Web Services (AWS) to develop and deploy AI and machine learning (ML) solutions effectively. Through practical examples and hands-on exercises, you'll learn how to leverage AWS's AI services and tools to solve real-world challenges and streamline the machine learning lifecycle.
What this Book will help me do
- Master the use of AWS AI services such as SageMaker, Rekognition, and Lex to build advanced applications.
- Acquire the skills to process and analyze text, speech, and images effectively using AWS tools.
- Learn to design and deploy robust machine learning models for tasks like demand forecasting and image classification.
- Develop the expertise to create scalable AI solutions without needing to manage extensive infrastructure.
- Understand best practices for maintaining and improving production-grade AI systems.
Author(s)
The authors, None Tripuraneni and None Song, bring a combined wealth of expertise in machine learning and cloud computing. Their knowledge stems from years of industry experience developing AI solutions at scale. Through their writing, they demystify complex concepts and present them in an engaging and practical manner to empower learners.
Who is it for?
This book is tailored for data scientists, ML engineers, and AI enthusiasts who aim to harness the power of AWS for AI and ML applications. It's ideal for practitioners with foundational knowledge in machine learning seeking to learn robust methods for deploying AI in real-world scenarios. Readers looking to enhance their understanding of AWS's AI capabilities and apply them in a professional context will greatly benefit.
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.