The Data Science of Healthcare, Medicine, and Public Health

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Barton Poulson

2:32:21

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01 - Introduction

01 - Healthcare and data science.mp4

01:16

02 - 1. Connecting Data Science

01 - Data science and COVID-19.mp4

07:46

03 - 2. Researching Diseases and Populations

01 - Shared history of health and data visualization.mp4

04:21

02 - Measuring health and disease.mp4

07:46

03 - Researching diseases in populations.mp4

07:55

04 - Genetic data and healthcare.mp4

06:11

04 - 3. Researching Treatment and Outcomes

01 - Diagnosing diseases.mp4

08:00

02 - Drug (re)discovery.mp4

06:00

03 - Predicting outcomes.mp4

05:29

04 - Treatments and ROI.mp4

05:34

05 - 4. Patient Care

01 - Selecting treatments and interventions.mp4

05:52

02 - Individualized treatment.mp4

04:58

03 - Robotic surgery.mp4

05:27

04 - 3D printing and healthcare.mp4

04:14

05 - Virtual reality in healthcare.mp4

05:34

06 - Telemedicine.mp4

05:19

06 - 5. Self-Care

01 - Wearables and health monitoring.mp4

05:18

02 - Self-serve healthcare.mp4

05:09

03 - Patient experience.mp4

08:19

07 - 6. Medical Administration and Insurance

01 - Administrative burden for doctors and staff.mp4

04:36

02 - Blockchain and medical data.mp4

06:46

03 - Data science and health insurance.mp4

07:22

08 - 7. Challenges

01 - Limitations and barriers.mp4

09:20

02 - Data ethics in healthcare.mp4

06:27

03 - Preparing for an unknown future.mp4

03:33

09 - 8. Continuing Your Data Science of Healthcare Learning Journey

01 - Next steps and additional resources.mp4

03:49

Description

Data analytics plays an increasingly pivotal role in how we go about managing our healthcare systems and personal health. This nontechnical course explores a variety of ways to apply data science to medicine and public health. Data scientist Barton Poulson discusses the ways that dramatically increased quantities of data—from genetic testing, genealogy, brain scans, and other sources—are changing the theory and practice of healthcare. As he looks over key data sources, Barton explores the different methods for analyzing this wealth of data, including machine learning and predictive modeling. He also details the extraordinary effect of the COVID-19 pandemic on the ways data is used in healthcare, and details how data science has changed the areas of patient care, self-care, and medical insurance. Barton also looks at some challenges the increased use of data presents, from ethical questions to logistical implementations, and how data science can help identify unanticipated problems.

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Data Science

Healthcare

Barton Poulson

Instructor's Courses

Founder of datalab.cc, author for LinkedIn Learning, associate professor of psychology at Utah Valley University. I teach people how to use data to find practical solutions to real-life problems. #DataIsForDoing

Linkedin Learning

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.