BS in Data Science

Data Science-Astrophysics Concentration, BS 

MATH 1850Single Variable Calculus I4
MATH 1860Single Variable Calculus II4
MATH 2850Elementary Multivariable Calculus4
MATH 1890Elementary Linear Algebra3
MATH 3610Statistical Methods I3
MATH 3620Statistical Methods II3
MATH 4680Introduction To Theory Of Probability3
MATH 4690Introduction To Mathematical Statistics3
CSET 1100Introduction to Computer Science and Engineering Technology4
CSET 3300Database-Driven Web Sites4
EECS 1030Introduction to Computer Science and Engineering3
EECS 1510Introduction To Object Oriented Programming4
EECS 4750Machine Learning3
HHS 2500Data Science I3
HHS 4500Data Science II3
GEPL 4110Geographic Information Systems3
or EEES 4480 GIS Applications in ENSC
ECON 3810Applied Econometrics3
or ECON 4810 Econometrics Models And Methods I
ART 2800Visual Literacy-Data Visualization3
PHIL 3160Data Science Ethics3
Concentration in Astrophysics Data
ASTR 2020Stars, Galaxies, And The Universe3
ASTR 3880Foundations of Astronomy4
PHYS 2130Physics For Science And Engineering Majors I5
PHYS 2140Physics For Science And Engineering Majors II5
PHYS 3310Modern Physics I3

Data Science-Environmental Data Concentration, BS

MATH 1850Single Variable Calculus I4
MATH 1860Single Variable Calculus II4
MATH 2850Elementary Multivariable Calculus4
MATH 1890Elementary Linear Algebra3
MATH 3610Statistical Methods I3
MATH 3620Statistical Methods II3
MATH 4680Introduction To Theory Of Probability3
MATH 4690Introduction To Mathematical Statistics3
CSET 1100Introduction to Computer Science and Engineering Technology4
CSET 3300Database-Driven Web Sites4
EECS 1030Introduction to Computer Science and Engineering3
EECS 1510Introduction To Object Oriented Programming4
EECS 4750Machine Learning3
HHS 2500Data Science I3
HHS 4500Data Science II3
GEPL 4110Geographic Information Systems3
or EEES 4480 GIS Applications in ENSC
ECON 3810Applied Econometrics3
or ECON 4810 Econometrics Models And Methods I
ART 2800Visual Literacy-Data Visualization3
PHIL 3160Data Science Ethics3
Concentration in environmental data
EEES 2020Introduction to the Environment: Energy and Climate3
EEES 2030Introduction to the Environment Land-Use and Water3
or EEES 2200 Climate Change
Select one of the following course combinatioins:
Fundamentals Of Geology
and Introductory Geology Laboratory
General Ecology
and General Ecology Laboratory
EEES 4160Environmental Data Management3
EEES 4490Remote Sensing of The Environment4

Data Science-Individualized Concentration, BS

MATH 1850Single Variable Calculus I4
MATH 1860Single Variable Calculus II4
MATH 2850Elementary Multivariable Calculus4
MATH 1890Elementary Linear Algebra3
MATH 3610Statistical Methods I3
MATH 3620Statistical Methods II3
MATH 4680Introduction To Theory Of Probability3
MATH 4690Introduction To Mathematical Statistics3
CSET 1100Introduction to Computer Science and Engineering Technology4
CSET 3300Database-Driven Web Sites4
EECS 1510Introduction To Object Oriented Programming4
EECS 4750Machine Learning3
HHS 2500Data Science I3
HHS 4500Data Science II3
GEPL 4110Geographic Information Systems3
or EEES 4480 GIS Applications in ENSC
ECON 3810Applied Econometrics3
or ECON 4810 Econometrics Models And Methods I
ART 2800Visual Literacy-Data Visualization3
PHIL 3160Data Science Ethics3

In addition, in an areas of study where an existing concentration in the data science major is not available, a related minor can be selected in consultation with the student’s academic advisor and the approval of the Data Analytics/Data Science Program Oversight Committee to fulfill the concentration requirement of the degree. For minors that are less than 18 credits, additional courses to equal at least 18 credits in the same discipline as the minor must be included. Courses selected within the minor must include at least two courses that focus on the collection, management and/or analysis of data in the minor. The following minors are already approved as meeting this requirement:
Minor in Geographic Information Science and Technology
Minor in Economics
Minor in Computer Science and Engineering
Minor in Physics

Students interested in a concentration in mathematics or statistics should choose the BS in Mathematics with a Concentration in Data Science as their preferred program of study.

Data Science-Public Health Data Concentration, BS

MATH 1850Single Variable Calculus I4
MATH 1860Single Variable Calculus II4
MATH 2850Elementary Multivariable Calculus4
MATH 1890Elementary Linear Algebra3
MATH 3610Statistical Methods I3
MATH 3620Statistical Methods II3
MATH 4680Introduction To Theory Of Probability3
MATH 4690Introduction To Mathematical Statistics3
CSET 1100Introduction to Computer Science and Engineering Technology4
CSET 3300Database-Driven Web Sites4
EECS 1030Introduction to Computer Science and Engineering3
EECS 1510Introduction To Object Oriented Programming4
EECS 4750Machine Learning3
HHS 2500Data Science I3
HHS 4500Data Science II3
GEPL 4110Geographic Information Systems3
or EEES 4480 GIS Applications in ENSC
ECON 3810Applied Econometrics3
or ECON 4810 Econometrics Models And Methods I
ART 2800Visual Literacy-Data Visualization3
PHIL 3160Data Science Ethics3
Concentration in public health
HEAL 2750Introduction to Epidemiology3
HEAL 2700Introduction to Public Health3
HEAL 3000Global Health3
HEAL 3500Environmental Health3
HEAL 3600Prevention And Control Of Disease3
HEAL 4800Public Health Research And Statistics3

DATA SCIENCE-ASTROPHYSICS CONCENTRATION, BS 

 
Plan of Study Grid
First TermHours
NSM 1000 Natural Sciences & Mathematics 2
MATH 1850 Single Variable Calculus I 4
HHS 2500 Data Science I 3
ENGL 1110 College Composition I 3
Arts/Humanities Core 3
 Hours15
Second Term
MATH 1860 Single Variable Calculus II 4
ENGL 1130 College Composition II: Academic Disciplines And Discourse 3
CSET 1100 Introduction to Computer Science and Engineering Technology 4
ASTR 2020 Stars, Galaxies, And The Universe 3
 Hours14
Third Term
MATH 2850 Elementary Multivariable Calculus 4
MATH 3610 Statistical Methods I 3
PHYS 2130 Physics For Science And Engineering Majors I 5
EECS 1030 Introduction to Computer Science and Engineering 3
 Hours15
Fourth Term
MATH 1890 Elementary Linear Algebra 3
MATH 3620 Statistical Methods II 3
EECS 1510 Introduction To Object Oriented Programming 4
PHYS 2140 Physics For Science And Engineering Majors II 5
 Hours15
Fifth Term
MATH 4680 Introduction To Theory Of Probability 3
PHYS 3310 Modern Physics I 3
CSET 3300 Database-Driven Web Sites 4
Non‐US Diversity (WAC) 3
Social Science Core 3
 Hours16
Sixth Term
MATH 4690 Introduction To Mathematical Statistics 3
PHIL 3160 Data Science Ethics 3
ASTR 3880 Foundations of Astronomy 4
Elective (WAC) 3
Arts/Humanities Core 3
 Hours16
Seventh Term
GEPL 4110 Geographic Information Systems 3
ECON 4810 Econometrics Models And Methods I 3
Natural Sciences Core 3
ART 2800 Visual Literacy-Data Visualization 3
EECS 4750 Machine Learning 3
 Hours15
Eighth Term
HHS 4500 Data Science II 3
Social Sciences Core 3
US Diversity 3
Electives 5
 Hours14
 Total Hours120

DATA SCIENCE-ENVIRONMENTAL DATA CONCENTRATION, BS

 
Plan of Study Grid
First TermHours
NSM 1000 Natural Sciences & Mathematics 2
MATH 1850 Single Variable Calculus I 4
HHS 2500 Data Science I 3
ENGL 1110 College Composition I 3
Arts/Humanities Core 3
 Hours15
Second Term
MATH 1860 Single Variable Calculus II 4
ENGL 1130 College Composition II: Academic Disciplines And Discourse 3
CSET 1100 Introduction to Computer Science and Engineering Technology 4
Social Sciences Core 3
 Hours14
Third Term
MATH 2850 Elementary Multivariable Calculus 4
MATH 3610 Statistical Methods I 3
EEES 2100 Fundamentals Of Geology 4
EECS 1030 Introduction to Computer Science and Engineering 3
EEES 1020 Introductory Geology Laboratory 1
 Hours15
Fourth Term
MATH 1890 Elementary Linear Algebra 3
MATH 3620 Statistical Methods II 3
EECS 1510 Introduction To Object Oriented Programming 4
CSET 3300 Database-Driven Web Sites 4
EEES 2020 Introduction to the Environment: Energy and Climate 3
 Hours17
Fifth Term
MATH 4680 Introduction To Theory Of Probability 3
EEES 2030 Introduction to the Environment Land-Use and Water 3
Social Sciences Core 3
Non‐US Diversity (WAC) 3
Arts/Humanities Core 3
 Hours15
Sixth Term
ART 2800 Visual Literacy-Data Visualization 3
MATH 4690 Introduction To Mathematical Statistics 3
PHIL 3160 Data Science Ethics 3
Elective (WAC) 3
Diversity of US 3
 Hours15
Seventh Term
GEPL 4110 Geographic Information Systems 3
ECON 4810 Econometrics Models And Methods I 3
EEES 4160 Environmental Data Management 3
EEES 4490 Remote Sensing of The Environment 4
EECS 4750 Machine Learning 3
 Hours16
Eighth Term
HHS 4500 Data Science II 3
Social Sciences Core 3
Elective 3
Natural Science Core 4
 Hours13
 Total Hours120

DATA SCIENCE-INDIVIDUALIZED CONCENTRATION, BS 

Plan of Study Grid
First Year
First TermHours
NSM 1000 Natural Sciences & Mathematics 2
MATH 1850 Single Variable Calculus I 4
HHS 2500 Data Science I 3
ENGL 1110 College Composition I 3
Arts/Humanities Core 3
 Hours15
Second Term
ENGL 1130 College Composition II: Academic Disciplines And Discourse 3
MATH 1860 Single Variable Calculus II 4
CSET 1100 Introduction to Computer Science and Engineering Technology 4
Elective in Concentration/Minor requirement 3
 Hours14
Second Year
Third Term
ART 2800 Visual Literacy-Data Visualization 3
MATH 2850 Elementary Multivariable Calculus 4
MATH 3610 Statistical Methods I 3
Elective in Concentation/ Minor requirement 3
Elective 3
 Hours16
Fourth Term
MATH 1890 Elementary Linear Algebra 3
MATH 3620 Statistical Methods II 3
EECS 1510 Introduction To Object Oriented Programming 4
Natural Sciences Core and Natural Sciences Core Laboratory 4-5
 Hours14-15
Third Year
Fifth Term
MATH 4680 Introduction To Theory Of Probability 3
CSET 3300 Database-Driven Web Sites 4
Elective in Concentration/ Minor requirement 3
Non-Us Diversity (WAC) 3
Social Sciences Core 3
 Hours16
Sixth Term
MATH 4690 Introduction To Mathematical Statistics 3
PHIL 3160 Data Science Ethics 3
Elective in Concentration/ Minor requirement 3
Elective (WAC) 3
Arts/Humanities Core 3
 Hours15
Fourth Year
Seventh Term
GEPL 4110 Geographic Information Systems 3
ECON 4810 Econometrics Models And Methods I 3
EECS 4750 Machine Learning 3
Natuiral Sceince Core 3
Elective in Concentration/ Minor requirement 3
 Hours15
Eighth Term
HHS 4500 Data Science II 3
Elective in Concentration/ Minor requirement 3
Social Science Core 3
US Diversity 3
Elective 3
 Hours15
 Total Hours120-121
 

DATA SCIENCE-PUBLIC HEALTH DATA CONCENTRATION, BS

Plan of Study Grid
First TermHours
NSM 1000 Natural Sciences & Mathematics 2
MATH 1850 Single Variable Calculus I 4
HHS 2500 Data Science I 3
ENGL 1110 College Composition I 3
Arts/Humanities Core 3
 Hours15
Second Term
MATH 1860 Single Variable Calculus II 4
ENGL 1130 College Composition II: Academic Disciplines And Discourse 3
CSET 1100 Introduction to Computer Science and Engineering Technology 4
Social Sciences Core 3
 Hours14
Third Term
MATH 2850 Elementary Multivariable Calculus 4
MATH 3610 Statistical Methods I 3
Natural Sciences Core & Natural Sciences Core Laboratory 4-5
EECS 1030 Introduction to Computer Science and Engineering 3
 Hours14-15
Fourth Term
MATH 1890 Elementary Linear Algebra 3
MATH 3620 Statistical Methods II 3
EECS 1510 Introduction To Object Oriented Programming 4
CSET 3300 Database-Driven Web Sites 4
HEAL 2700 Introduction to Public Health 3
 Hours17
Fifth Term
MATH 4680 Introduction To Theory Of Probability 3
ART 2800 Visual Literacy-Data Visualization 3
HEAL 3000 Global Health 3
HEAL 2750 Introduction to Epidemiology 3
Non‐US Diversity (WAC) 3
 Hours15
Sixth Term
MATH 4690 Introduction To Mathematical Statistics 3
PHIL 3160 Data Science Ethics 3
Diversity of US 3
HEAL 3500 Environmental Health 3
Elective 3
 Hours15
Seventh Term
GEPL 4110 Geographic Information Systems 3
HEAL 3600 Prevention And Control Of Disease 3
ECON 4810 Econometrics Models And Methods I 3
EECS 4750 Machine Learning 3
Natural Sciences Core 3-4
 Hours15-16
Eighth Term
HHS 4500 Data Science II 3
HEAL 4800 Public Health Research And Statistics 3
Social Sciences Core 3
Arts/Humanities Core 3
Diversity of US 3
 Hours15
 Total Hours120-122
 
  • PLO 1. Students will be able to explain and apply mathematical, statistical and computational principles to different data types collected from natural phenomena and human activities.
  • PLO 2. Students will construct databases from data sets, manipulate and use them to extract meaningful answers to questions of interest in the natural sciences, human health or wellbeing.
  • PLO 3. Students will be able to select and apply the appropriate computational algorithms, statistical software packages, and programming skills that based on the evaluation of a specific date set and problem under investigation.
  • PLO 4. Students will be able to describe current issues in a disciplinary area in the natural sciences, human health or wellbeing that large data can provide insight into and apply the appropriate data analytics tools to their investigation.
  • PLO 5.Students will describe and evaluate various social and ethical issues related to the collection, analysis and applications of data.
  • PLO 6. Students will effectively communicate their work and results through written and/or oral presentations.

Honors in Data Science is available to students pursuing both a B.S. degree in Data Science and Honors through the Jesup Scott Honors College. To receive an undergraduate degree with Honors in Data Science, all requirements for the B.S. degree must be met, including at least 12 credit hours of Honors coursework in the major, with at least two Honors courses in the selected Data Science concentration. In addition, a project leading to a thesis under the direction of a research-active faculty member in the major or concentration in the major must be completed. Students are required to submit a written Honors Thesis to the program advisor before completion of their senior year.