This is a doctoral-level course on applied data science and machine learning in education and psychology, targeting graduate students in these fields. Students will be introduced to the fundamental principles and techniques of data science and their applications in education and psychology. The course places equal emphasis on the conceptual understanding of data science and machine learning as well as the practical implementation of these techniques.