全国统一学习专线 8:30-21:00
专业概况
在这里学什么？Learning Outcomes
The Data Theory major has the following learning outcomes:
Understanding of mathematical and statistical bases of most common methods of data science
Ability to explain in writing, with examples, how concepts of statistics and mathematics together solve real-world problems involving data
Skillfully manage data
Development, comparison, and testing of data-driven models to solve problems
Understanding and explanation of variability when fitting and interpreting models of real-world systems
Carrying out of reproducible data analysis using accepted practices of research community
Written and verbal communication of findings of analyses
Identification of areas of active research in data science
Insightfully address problems concerning ethics of data use and storage, including data privacy and security
Demonstrated mastery of concepts and skills of machine learning, modeling and supervised learning, dimension reduction and unsupervised learning, and deep learning
Demonstrated familiarity with numerous software tools used in statistical and data science work and research
Demonstrated knowledge of mathematical foundations, including pure and applied linear algebra, basic analysis, probability, and optimization theory
Study and evaluation of proofs of mathematical and statistical results employed in data theory
Work effectively in a team on a data science problem
Demonstrated eligibility for graduate study in applied mathematical science or statistical science
所属院系
进入哪个院系学习？ School of the Arts and Architecture中国学生入学要求
为来自中国的学生设计 Students must have a minimum score of 550 in paper based TOEFL. Students who have attended school under the British system must present five GCSE/Ordinary-Level examinations and at least three Advanced-Level examinations with superior grades.课程信息
学制：全日制(4 年)
学费：US$29,754.00 (¥ 192,624) /年
开学时间：预计在九月 2022
申请截止日期：预计在November 2022
留学地点：School of the Arts and Architecture1317 Perloff Hall,LOS ANGELES,California,90095, United States
