Skip to Content
Applied Machine Learning for Healthcare and Life Sciences using AWS
book

Applied Machine Learning for Healthcare and Life Sciences using AWS

by Ujjwal Ratan
November 2022
Intermediate to advanced
224 pages
6h 48m
English
Packt Publishing
Content preview from Applied Machine Learning for Healthcare and Life Sciences using AWS

3

Machine Learning for Patient Risk Stratification

Chapters 1 and 2 were foundational chapters that were designed to help you get introduced to the concepts of ML, its applications in healthcare and life sciences, and also some key services from AWS. With this foundational knowledge, we can now start applying these techniques to real-world industry problems. Over the course of the next eight chapters, you will learn about specific applications of AI/ML for solving problems for healthcare providers, payers, pharma, medical devices, and genomics customers.

In this chapter, we will look at one of the most common usages of ML in healthcare, the stratification or identification of risky patients. We will learn what it takes to identify risky patients ...

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

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’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.
Head of Cybersecurity
QuotationMarkI 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.
Field Engineer
QuotationMarkI’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.
Data Platform Tech Lead
QuotationMarkI'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.
Mark W.
Embedded Software Engineer

You might also like

Data Science on AWS

Data Science on AWS

Chris Fregly, Antje Barth

Publisher Resources

ISBN: 9781804610213