Mathematics BS, Data Science Emphasis
Program Overview
The Mathematics B.S. with an emphasis in Data Science provides a strong foundation in mathematics, statistics, and computer science. Students will develop skills in data analysis, modeling, and optimization, preparing them for careers in data science, machine learning, and related fields. The program includes core courses in calculus, linear algebra, and probability and statistics, as well as emphasis area courses in data analysis, optimization, and statistical methods. Students can choose from a variety of elective courses to tailor their program to their interests and career goals.
Program Outline
Outline:
The Mathematics B.S. program with an emphasis in Data Science requires the following core courses:
- CMP SCI 1250 Introduction to Computing 13
- MATH 1320 Introduction to Probability and Statistics 3
- MATH 1800 Analytic Geometry and Calculus I 5
- MATH 1900 Analytic Geometry and Calculus II 5
- MATH 2000 Analytic Geometry and Calculus III 5
- MATH 2020 Introduction to Differential Equations 3
- MATH 2450 Elementary Linear Algebra 3
- MATH 3250 Foundations of Mathematics 3 OR
- CMP SCI 3130 Design and Analysis of Algorithms
- MATH 4100 Real Analysis I 23 In addition to the core requirements, students must complete the following emphasis area requirements: CMP SCI 2250 Programming and Data Structures 3 MATH 4005 Exploratory Data Analysis with R 3 MATH 4070 Introduction to Nonlinear Optimization 3 MATH 4200 Mathematical Statistics I 3 MATH 4210 Mathematical Statistics II 3 MATH 4250 Introduction to Statistical Methods in Learning and Modeling 3 Students can choose two courses from the following list:
- MATH 3320 Applied Statistics
- MATH 4080 Introduction to Scientific Computation
- MATH 4090 Introduction to High-dimensional Data Analysis
- MATH 4220 Bayesian Statistical Methods
- MATH 4225 Introduction to Statistical Computing
- MATH 4260 Introduction to Stochastic Processes
- MATH 4450 Linear Algebra
- MATH 4750 Introduction to Mathematics of Artificial Neural Networks and two additional courses in mathematics, statistics, or computer science numbered above 4000.
University of Missouri St. Louis
Overview:
University of Missouri St. Louis (UMSL) is a public research university located in St. Louis, Missouri. It is the largest university in the St. Louis metropolitan area and boasts a diverse student body. UMSL offers a wide range of undergraduate, graduate, doctoral, and professional programs, with a focus on affordability and accessibility.
Services Offered:
UMSL provides a comprehensive range of services to its students, including:
Academic Support:
Academic advising, tutoring, and writing centers.Career Services:
Career counseling, job search assistance, and internship opportunities.Financial Aid:
Scholarships, grants, loans, and work-study programs.Health, Counseling, and Disability Access:
Counseling services, health services, and disability support.Residential Life:
On-campus housing options and residential life programs.Student Involvement:
Clubs, organizations, and volunteer opportunities.Veterans Services:
Support and resources for veteran students.Student Life and Campus Experience:
UMSL offers a vibrant campus experience with a strong sense of community. Students can participate in a variety of activities, including:
Athletics:
UMSL is home to the Tritons, who compete in NCAA Division II athletics.Performing Arts:
The Touhill Performing Arts Center hosts a variety of performances and events.Student Organizations:
Over 200 student organizations cater to diverse interests.Campus Events:
UMSL hosts numerous events throughout the year, including concerts, lectures, and festivals.Key Reasons to Study There:
Affordability:
UMSL is ranked #1 in Missouri for affordability.Accessibility:
UMSL offers a variety of flexible learning options, including online and evening programs.Research Opportunities:
UMSL is a research-intensive university with a strong focus on community engagement.Location:
UMSL is located in the heart of St. Louis, providing access to a vibrant city and a wealth of cultural and historical attractions.Alumni Network:
UMSL has a large and active alumni network, providing valuable connections for students.Academic Programs:
UMSL offers over 50 undergraduate degrees and numerous graduate programs across a variety of disciplines, including:
Arts and Sciences:
Biology, Chemistry, English, History, Mathematics, Psychology, and more.Business Administration:
Accounting, Finance, Marketing, Management, and more.Education:
Elementary Education, Secondary Education, Special Education, and more.Engineering:
Civil Engineering, Electrical Engineering, Mechanical Engineering, and more.Nursing:
Bachelor of Science in Nursing (BSN) and Master of Science in Nursing (MSN).Optometry:
Doctor of Optometry (OD).Social Work:
Bachelor of Social Work (BSW) and Master of Social Work (MSW).Other:
UMSL is committed to transforming its campus and the surrounding region through strategic initiatives. The university is investing in new facilities and programs to enhance the student experience and contribute to the economic and social well-being of the St. Louis community.
