Machine Learning and AI for Healthcare : [electronic book] : big data for Improved Health Outcomes /
By: Panesar, Arjun.
Publisher: Berkeley, CA : Apress : 2021Edition: 2nd ed.Description: 1 online resource (xxx, 407 p. 61 ill.).Content type: text Media type: computer Carrier type: online resourceISBN: 9781484265376.Subject(s): Machine learning | Health planning | Artificial intelligence -- Medical applications | Big dataDDC classification: 006.31 Online resources: Access ebook hereItem type | Current library | Call number | Status | Notes | Date due | Barcode | Item holds |
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Ebook | ATU Sligo Yeats Library eBook | 006.31 PAN (Browse shelf(Opens below)) | Available Online | Unlimited access |
Chapter 1: What Is Artificial Intelligence? -- Chapter 2: Data -- Chapter 3: What Is Machine Learning -- Chapter 4: Machine Learning Algorithms -- Chapter 5: How to Perform Machine Learning -- Chapter 6: Preparing Data -- Chapter 7: Evaluating Machine Learning Models -- Chapter 8: Machine Learning and AI Ethics -- Chapter 9: The Future of Healthcare -- Chapter 10: Case Studies -- Appendix A: References -- Appendix B: Glossary.-.
This updated second edition offers a guided tour of machine learning algorithms and architecture design.