-Understanding the business requirements so as to formulate the problems to solve and restrict the slice of data to be explored.
-Collecting data from various sources.
-Performing cleansing, processing, and validation on the data subject to analyze, in order to ensure its quality.
-Exploring and visualizing data.
Performing statistical analysis and experiments to derive business insights.