25.9.2
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Introduction to the Big Data Era and Opportunities for Better Health Care

Ngoc Hoa Nguyen

This course is part of UBC Micro-certificate in Health Data Analytics: Opportunities and Applications program. Participants of this course are able to: 1. discuss the impact of data science on diverse fields including health care delivery, research, technology, manufacturing and more; 2. describe the current state of health data collection and sharing in BC; recognize current applications of data science in the health system (clinical and administrative/operational decision making); understand the long-term vision and health data strategy for BC; and describe the building blocks necessary to achieve this vision 3. identify key considerations when working with health data in BC, including ethical, privacy and data governance aspects 4. describe health data sources in BC; understand the origin, intention and limitations of data sets and the implications for interpretation 5. develop a basic understanding of clinical problems in medicine that would benefit or have benefitted from data science approaches 6. demonstrate which data science approach is appropriate for a given scenario 7. obtain a basic understanding of the characteristics and opportunities presented by imaging, time series, natural language and genomics data to better patient care 8. explain how the collection of various types of data can improve clinical operations, or the clinical diagnosis, prognosis and treatment of diseases

Skills / Knowledge

  • Skills learned include understanding the current state of health data in British Columbia, how it is used in the health system, and the long-term outlook for this field. Ability to access health data appropriately and understand its sources and limitations. Knowledge of how data science can solve clinical and operational health system challenges, when to use different data science methods, and the role of different data types like text, images and genomics in patient care. Ability to demonstrate the ways in which data and analytics can improve delivery of health care and health system operations, and how to start applying a data analytics approach in one's own work.

Issued on

March 7, 2024

Expires on

Does not expire