The Roles of Machine Learning in Data Analysis

Biostatistics and Bioinformatics Seminar

Fushing Hsieh, PhD, UC Davis

Information is the object of data analysis. So the objective of data analysis is understanding of information contained in the data. This standpoint indeed defines the roles of machine learning on the road toward Data Intelligence. Real data sets are used to illustrate distinct roles played by unsupervised machine learning in my developments of an unified data-driving computing paradigm. Graphic displays are used throughout for representations of data-driven computing as well as resulting knowledge.