Courses

Data Courses

Data Science Undergraduate Studies offers a variety of courses in the field of data science. These courses are open to all students and not just Data Science majors. Our goal is to educate students across disciplines to propel data science discovery, education, and impact.

Data 4AC: Data and Justice Engages students with fundamental questions of justice in relation to data and computing in American society.

Data C8: Foundations of Data Science Designed for entry-level students from any major to learn the core concepts of inference and computing. 

Data 8X: Foundations of Data Science on edX UC Berkeley and edX offer Data 8 digitally as a three-part online course. 

Data 88E: Economic Models

Data C88C: Computational Structures in Data Science 

Data C88S: Probability and Mathematical Statistics in Data Science

Data C100: Principles and Techniques of Data Science Explore the data science lifecycle, including question formation, data collection, and cleaning, etc.

Data 101: Data Engineering

Data C102: Data Inference and Decisions Develops the probabilistic foundations of decision-making in data science and builds a comprehensive view of the modeling and decision-making lifecycle un data science. 

Data C104: Human Contexts and Ethics of Data Teaches students to use the tools of applied historical thinking and Science, Technology, and Society (STS) to recognize, analyze, and shape the human contexts and ethics of data. 

Data C140: Probability for Data Science Aims to give students a good theoretical background for modern data analysis. 

Data 144: Data Mining and Analytics