Statistics and Data Science

Courses under this program:Course 1: Probability - The Science of Uncertainty and DataBuild foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science.Course 2: Data Analysis in Social ScienceAssessing Your KnowledgeLearn the methods for harnessing and analyzing data to answer questions of cultural, social, economic, and policy interest, and then assess that knowledge-- Part of the MITx MicroMasters program in Statistics and Data Science.Course 3: Fundamentals of StatisticsDevelop a deep understanding of the principles that underpin statistical inference: estimation, hypothesis testing and prediction. -- Part of the MITx MicroMasters program in Statistics and Data Science.Course 4: Machine Learning with Python: from Linear Models to Deep LearningAn in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.Course 5: Capstone Exam in Statistics and Data ScienceSolidify and demonstrate your knowledge and abilities in probability, data analysis, statistics, and machine learning in this culminating assessment. -- Final Requirement of the MITx MicroMasters Program in Statistics and Data Science.