Applied Data Science (MS)

专业介绍

USC Viterbi 工程学院的应用数据科学理学硕士（MS），要求 32 学分，学制 2 年。该学位培养数据科学家，学生将学习 Hadoop、Spark 等大数据基础设施，以及机器学习、数据挖掘与数据可视化等工具，并应用于实际问题；项目面向不同背景学生，但期望具备较强的数学与科学基础。

datascience.usc.eduProgram Director: Fred Morstatter, PhDThe USC Viterbi Master of Science in Applied Data Science will train students as data scientists. This degree provides students with the knowledge and skill to solve real-world world challenges that require a combination of data management and data analytics skills. Students will learn how to use the latest big-data infrastructures, such as Hadoop and Spark. They will learn how to use the various analytical tools, including machine learning, data mining and data visualization. And students will learn how to apply these tools to real-world problems. This degree is designed for students with a range of backgrounds, but students are expected to have at least a strong math and science background to pursue this degree. Students that do not have much training in computer science will first learn the basics of data science, including data