This course provides an introduction to core statistical and machine learning techniques for analyzing large-scale data collections. It covers the entire lifecycle of data analysis, from data collection, cleaning, and analysis to result interpretation and preparation of appropriate data products. Topics include core data mining algorithms and techniques designed to handle large-scale datasets with high variety and velocity. Projects applying data analytics concepts to particular domains are required.
Introduction to Data Science: Analytics
This course is not being offered at this time. Please contact the concierge to find out more information.