The undergraduate data science curriculum at the University of California, Berkeley is anchored in five new courses that emphasize computational thinking, inferential thinking, and working on real-world problems. We believe that interleaving these elements within our core courses is essential to preparing students to engage in data-driven inquiry at the scale that contemporary scientific and industrial applications demand. This new curriculum is already reshaping the undergraduate experience at Berkeley, where these courses have become some of the most popular on campus and have led to a surging interest in a new undergraduate major and minor program in data science.

翻译：伯克利州加利福尼亚大学本科生数据科学课程以五门新课程为基础,这些课程强调计算思维、推断思维和解决现实世界问题。 我们认为,将这些因素纳入核心课程对于培养学生以当代科学和工业应用所要求的规模参与数据驱动调查至关重要。 这一新课程正在改变伯克利大学本科经验,这些课程已成为校园中最受欢迎的课程之一,并导致人们对新的本科本科本科本科和小本科数据科学方案的兴趣日益浓厚。