Understanding Data Analytics Job Families

Qualitative Analysis = Pattern finding Quantitative Analysis = Numerical Analysis Data Visualization = Insights on 'Why did it happen?' Statistical Analysis = Coverage

Statistical Analysis = Diagnostic Analytics Root cause Analysis = Diagnostic Analytics Machine Learning (Clustering or Classification) = Diagnostic Analytics Data Storytelling = Predictive Analytics

Statistical Analysis = Data Mining Machine Learning = Data Mining Artificial Intelligence (AI) = Data Mining Data Visualization techniques = Data Mining

<p>Statistical Analysis = Predictive Analytics Data Storytelling = Predictive Analytics Machine Learning (Regression/Prediction) = Predictive Analytics Timeseries/Sequential analysis = Predictive Analytics</p> Signup and view all the answers

<p>Knowledge = Are learned information in which coherence between past and future information are formed. Insights = Discovering meaningful new correlation, patterns, and trends by digging into large amounts of data. Algorithms = Process of discovering insights that could be the root cause of a problem or opportunity. Data Mining = Discovery of insights that could be a future problem or opportunity.</p> Signup and view all the answers