Stanford Pre-Collegiate Summer Institutes - Introduction to Data Science: Visualization and Modeling

Data science has revolutionized the way our world works and how we understand it. Technology enables us to ask more questions of more data, but how do we go about using these tools effectively and ethically? This course will introduce students to computer algorithms and the diversity of models they can generate, each with pros and cons. Students will use datasets from the natural and social sciences to answer real-world questions, pursuing questions and data relevant to their own lives. They will apply different facets of machine learning through R programming exercises deeply integrated into the course. By the end of the course, students will have developed a technical skillset that allows them to investigate any given dataset with strong coding abilities and a scientific approach.