课程简介
The worlds of science, engineering, and business are now reliant on data-driven analysis and decision making. Data Science is the 21st century discipline formalizing this process, and making enormous impacts in new scientific discoveries, engineering how the world works, and driving business decisions which power much of our economic growth. A data scientist is one who can weave a complete story with data, from its humble and messy beginnings, through its maturation via sophisticated analysis, and concluding with an explanation of its real-world impact. This program teaches both technical data processing (programming, data wrangling, data management) and data analysis (machine learning, data mining, visual analytics) skills, and also guides students through the complicated explainability, ethical, and domain integration challenges. If you want to get into a career in data science, where you have the opportunity to have the most direct impact on the most dynamic fields of our generation, this is the major for you.<br><br>As a students in a new discipline (the major launched in only Fall 2019), you will get to be a pioneer and early adopter in a fascinating discipline. Yet many of the courses have been fine-tuned for several years as popular electives within Computing or Math. What sets this major apart is the stream-lined way the essential skills towards being a data scientist are stacked and integrated so students can reach cutting-edge courses in machine learning, data mining, visualization, and databases as quickly and as well-prepared as possible. They will also learn from an applied domain of their choice to help ground these skills, and be immediately able to make an impact.
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