Learning Outcomes

Goals

• Demonstrate proficiency with statistical and computational analysis of data
• Create informative and accurate visualizations of data
• Build and evaluate data-based models
• Describe, curate, and manage data
• Understand and manage issues of reproducibility
• Understand and address ethical issues in data science, such as access, bias, and privacy
• Apply data science skills and concepts in projects or research, and communicate and interpret results