Ethics, Analytics and the Duty of Care ~ Data Modeling or Architecture
Data Modeling or Architecture
The knowledge and skills required to apply advanced statistical and analytic techniques and tools (e.g. regression, machine learning, data mining) to perform data exploration and build accurate, valid and efficient modelling solutions that can be used to find relationships between data and make predictions about data (Statistics Canada, 2020).
Relevant Links
These links are typically articles defining data literacy that include this theme in their definition.
Statistics Canada, Antti Poikola, Canada.ca, 2020;, Korri Palmer, Safegraph, Canada.ca, 2021;, Alan D. Duncan, Donna Medeiros, Aron Clarke, Sally Parker, Antti Poikola, Gartner, 2021;, Antti Poikola, Apolitical, 2021;, Dave Wells, Christian Fieseler, Eckerson Group, The Information Society, 2022;