This course provides a practical introduction to data science, suitable for all students regardless of previous experience in statistics, computer science, or mathematics. Data can be sourced and generated from images, text, sounds, videos, social media, as well as through surveys and sensors. Data can be used to create products, such as predictions for elections, recommendations for songs, or systems that monitor the use of te reo Māori in the evening news. In this course, students will combine statistical and computational approaches to improve their understanding of how data can be used within science. Across the course, students will be introduced to a wide range of data science applications and be supported to think creatively, ethically, and responsibly about how to use data, models, and technology to produce solutions to identified problems or challenges.