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Applied Machine Learning for Healthcare and Life Sciences Using AWS - Ratan
US $69.95
Approximately£54.91
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Located in: Nashville, TN, United States
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Estimated between Thu, 30 May and Thu, 6 Jun to 43230
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eBay item number:394714636131
Item specifics
- Condition
- Publish Year
- 2022
- Book Title
- Applied Machine Learning for Healthcare and Life Sciences Using
- ISBN
- 9781804610213
- Publication Year
- 2022
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Publication Name
- Applied Machine Learning for Healthcare and Life Sciences Using AWS : Transformational AI Implementations for Biotech, Clinical, and Healthcare Organizations
- Publisher
- Packt Publishing, The Limited
- Number of Pages
- 224 Pages
About this product
Product Information
Build real-world artificial intelligence apps on AWS to overcome challenges faced by healthcare providers and payers, as well as pharmaceutical, life sciences research, and commercial organizations Key Features: Learn about healthcare industry challenges and how machine learning can solve them Explore AWS machine learning services and their applications in healthcare and life sciences Discover practical coding instructions to implement machine learning for healthcare and life sciences Book Description: While machine learning is not new, it's only now that we are beginning to uncover its true potential in the healthcare and life sciences industry. The availability of real-world datasets and access to better compute resources have helped researchers invent applications that utilize known AI techniques in every segment of this industry, such as providers, payers, drug discovery, and genomics. This book starts by summarizing the introductory concepts of machine learning and AWS machine learning services. You'll then go through chapters dedicated to each segment of the healthcare and life sciences industry. Each of these chapters has three key purposes -- First, to introduce each segment of the industry, its challenges, and the applications of machine learning relevant to that segment. Second, to help you get to grips with the features of the services available in the AWS machine learning stack like Amazon SageMaker and Amazon Comprehend Medical. Third, to enable you to apply your new skills to create an ML-driven solution to solve problems particular to that segment. The concluding chapters outline future industry trends and applications. By the end of this book, you'll be aware of key challenges faced in applying AI to healthcare and life sciences industry and learn how to address those challenges with confidence. What You Will Learn: Explore the healthcare and life sciences industry Find out about the key applications of AI in different industry segments Apply AI to medical images, clinical notes, and patient data Discover security, privacy, fairness, and explainability best practices Explore the AWS ML stack and key AI services for the industry Develop practical ML skills using code and AWS services Discover all about industry regulatory requirements Who this book is for: This book is specifically tailored toward technology decision-makers, data scientists, machine learning engineers, and anyone who works in the data engineering role in healthcare and life sciences organizations. Whether you want to apply machine learning to overcome common challenges in the healthcare and life science industry or are looking to understand the broader industry AI trends and landscape, this book is for you. This book is filled with hands-on examples for you to try as you learn about new AWS AI concepts.
Product Identifiers
Publisher
Packt Publishing, The Limited
ISBN-10
1804610216
ISBN-13
9781804610213
eBay Product ID (ePID)
26058386011
Product Key Features
Publication Name
Applied Machine Learning for Healthcare and Life Sciences Using AWS : Transformational AI Implementations for Biotech, Clinical, and Healthcare Organizations
Format
Trade Paperback
Language
English
Publication Year
2022
Type
Textbook
Number of Pages
224 Pages
Additional Product Features
Lc Classification Number
Q325.5
Topic
Information Theory, Computer Science, Intelligence (Ai) & Semantics, General
Dewey Decimal
006.31
Dewey Edition
23
Genre
Computers, Science
Item description from the seller
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