About Data Theory B.s. in University of California, Los Angeles

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

Academic qualification equivalents

• International applicants must provide official copies of academic records from all secondary or senior secondary schools, pre-university programs, and colleges and universities attended.
• Applicants should:Have all academics records sent directly from the schools (whenever possible).

English language requirements

• TOEFL (or TOEFL iBT Special Home Edition) with a minimum score of 100 and no less than a score of 20 in each section.
• IELTS (or IELTS Indicator) score of 7.0.
• PTE score of 68.

University of California, Los Angeles (UCLA) Highlights

UCLA Cost of Attendance

Before enrolling at the organisation, prospective students are asked to manage their funds ahead of time. An anticipated budget for international students wishing to study in the United States is as follows: