Outcomes, skills and competencies measured by this certification exam include: define and prepare the development environment; set up development environment; quantify the business problem; prepare data for modeling; perform exploratory data analysis; cleanse and transform data; perform feature extraction; perform feature selection; select an algorithmic approach; split datasets; identify data imbalances; train the model; and evaluate model performance.