Data Mining and Machine Learning

Take your analytical skills to the next level with this Data Mining and Machine Learning microcredential! You will review key concepts and techniques that are transforming the world of data science all while gaining essential knowledge and skills. First, you will focus on the feasibility, usefulness, effectiveness, and scalability of techniques associated with data analysis in general. Then, through a review of advanced data mining and machine learning concepts, methods, and approaches you will learn how to apply new methods when the common methods are not sufficient in prediction (forecasting based on past data) and classification (categorizing data into groups). This microcredential includes a focus on ethics, ethical data collection, data validity and analytical fairness. Successful completion of this microcredential prepares all for continued study and provides existing professionals who need to expand work with large data sets with essential specialized skills. This microcredential can also provide a great educational pathway for existing professionals seeking to move into analyst or information management positions.