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|a Nguyen, Andrew,
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|a Hands-on healthcare data /
|c by Andrew Nguyen.
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250 |
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|a [First edition].
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|a Sebastopol, CA :
|b O'Reilly Media, Inc.,
|c [2022]
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|a 1 online resource (200 pages) :
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|a Healthcare is the next frontier for data science. Using the latest in machine learning, deep learning, and natural language processing, you'll be able to solve healthcare's most pressing problems: reducing cost of care, ensuring patients get the best treatment, and increasing accessibility for the underserved -- once you learn how to access and make sense of all that data. This book provides pragmatic and hands-on solutions for working with healthcare data, from data extraction to cleaning and normalizing to feature engineering. Author Andrew Nguyen covers specific ML and deep learning examples with a focus on producing high-quality data. You'll discover how graph technologies help you connect disparate data sources so you can solve healthcare's most challenging problems using advanced analytics.
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|a Medical informatics
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|a Medicine
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|a Medicine
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