Comparing online data analytics degree completion programs also brings up data science options, and the titles deserve attention. This page includes Data Analytics and Data Science degrees with different mathematics, programming and research requirements. Ask how your transfer credits apply to each exact major before choosing the work you want to finish.
Compare the Work Behind Analytics and Data Science Titles
Data analytics degree completion programs and related data science degrees can emphasize different balances of analysis, programming and mathematics. Use the exact award and curriculum in every transfer request.
This shortlist includes 20 online degree offerings at 20 colleges. Compare transfer credit policies with the requirements of your chosen major. Check each program’s schedule and any laboratory, fieldwork, or campus commitments before enrolling.
How we select programs
We select one exact Data Analytics degree and four related Data Science bachelor’s options with verified online delivery and transfer routes. Required methods, projects and course structures provide the comparison. The differently titled degrees retain their exact identities.
ASU evaluates previous college records and provides course-by-course transfer planning through MyPath2ASU; degree and admission requirements still apply.
Colorado StateBS in Data Science, Computer Science Concentration
Data science with a computing concentrationOnline
Transfer Credits
A Tentative Transfer Evaluation Form can help review earlier credits; the university determines their final application to the degree.
Bellevue evaluates previous coursework, examination credit and prior learning before making a credit award; no acceptance is promised before evaluation.
Two Analytics Capstones With Clear Transfer PrerequisitesOnline
Entry Requirements
Transfer applicants need at least 12 earned college-level credits, a 2.5 cumulative GPA, and calculus and statistics completed with C- or better; a pre-business route is available for missing prerequisites.
FranklinBachelor of Science in Analytics, Applied Data Science Focus
Applied Data Systems And An Analytics CapstoneOnline
Entry Requirements
Franklin evaluates previous coursework and permits up to 75% transfer credit toward the 120-credit degree.
LamarBachelor of Applied Arts and Sciences, Data Analytics Emphasis
An AAS Completion Route With Applied AnalyticsOnline
Entry Requirements
The BAAS route is designed for students bringing an Associate of Applied Science and eligible previous college coursework.
Texas StateBachelor of Applied Arts and Sciences in Data Analytics
Applied Analytics With Embedded Certificate CourseworkOnline
Entry Requirements
Transfer admission depends on completed hours and GPA; official transcripts are required from prior institutions.
UNTBachelor of Applied Arts and Sciences, Data Analytics Concentration
A Broad BAAS With A Data Analytics ConcentrationOnline
Business Analytics For Students With General Education CreditOnline
Entry Requirements
Applicants with at least 30 attempted semester hours and a 2.0 cumulative GPA qualify through the published transfer route; fewer credits have separate criteria.
Kansas StateBachelor of Science in Business Administration, Data Analytics Concentration
A Business Foundation With An Analytics ConcentrationOnline
Entry Requirements
Incoming transfer students must meet university admission requirements and have a minimum cumulative 2.50 GPA.
Data Analytics Within A Business Systems DegreeOnline
Entry Requirements
Transfer applicants with at least 24 transferable hours need a 2.0 cumulative transfer GPA; applicants with fewer hours also meet freshman requirements.
Colorado TechnicalBachelor of Science in Business Administration, Data Analytics Concentration
MSU DenverBachelor of Science in Business Intelligence
Business Questions, Data Warehouses And VisualizationOnline
Entry Requirements
MSU Denver evaluates previous coursework and provides Transferology planning plus advisor assistance for transfer students.
TennesseeBachelor of Science in Information Sciences, Applied Data Analytics and User Experience
Applied Data Analytics Alongside User ExperienceOnline
Entry Requirements
Applicants need at least one transferable post-high-school credit and a 2.0 cumulative GPA; fewer than 24 credits also requires a high school transcript.
The programs, with context
Online Data Analytics Degree Programs and Transfer Credit Requirements
Analytics With Competency-Based Progress
Western Governors University
BS in Data Analytics
OnlineTransfer entry route
WGU's Data Analytics BS connects programming and mathematics with the work of explaining evidence to decision makers. Data wrangling, statistical analysis, visualization and storytelling all appear in the curriculum. Its assessment model gives a returning student a way to demonstrate knowledge while working through the requirements that remain after transcript review. The final capstone applies those skills to a business problem, bringing technical analysis and communication together.
Before you apply: Tuition is charged by six-month term. Compare a realistic assessment load before estimating cost; the degree uses competency units, and its associate-degree transfer widget is only an unofficial estimate.
Where You Start
A high school diploma or equivalent and a published readiness route are required. Qualifying college coursework with at least a 2.25 cumulative GPA or an eligible associate or bachelor's degree are among the options.
Complete the Data Analytics curriculum and capstone through competency assessments. The program expects at least 12 competency units per six-month term.
Published Tuition
$3,925 tuition per six-month term, plus a $200 e-books and resources fee per term. Additional applicable costs are separate.
Study Schedule
Fully online competency-based study in six-month terms.
More About the Curriculum +
Data workflow:Study includes data management, wrangling, statistical analysis, visualization and model deployment.
Programming and communication:Python, R, machine learning and storytelling connect technical work with business decisions.
Capstone:A final project proposes a solution to an actual business problem using the degree's analytical skills.
UMGC spells out a data science major that moves from statistics and data management into visualization, machine learning and artificial intelligence. Its 39-credit major sits beside general education and electives, giving your transfer evaluation clear categories. The final project produces a report and presentation on an approved problem. For someone returning with business, mathematics or computing credits, this structure makes it easier to identify the specific foundations still needed.
Before you apply: The award is Data Science. Precalculus or a higher mathematics course is a related requirement, and UMGC's major and upper-level residency rules still apply after transfer evaluation.
Where You Start
Meet UMGC's undergraduate admission requirements. Previous data science experience and professional certifications are not required.
Transfer Credits
Up to 90 credits from four-year institutions or 70 from two-year institutions, subject to evaluation and degree requirements.
Degree Requirements
120 total credits; at least 30 through UMGC, including half the major and 15 upper-level credits.
Published Tuition
$337 per credit for Maryland residents; $499 per credit for out-of-state students. Other fees may apply.
Study Schedule
All courses are available online, with courses offered year-round.
More About the Curriculum +
Curriculum structure:The degree includes a 39-credit major, 41 general education credits and 40 electives.
Related mathematics:Precalculus or a higher mathematics course and Data Literacy Foundations are related requirements that can apply to general education.
Final project:The capstone develops a peer-reviewed report and presentation around an approved organizational or research problem.
ASU's Data Science BS makes mathematics a visible part of the comparison. Linear algebra and statistical inference support work with Python, R and MATLAB, while a choice of specialized tracks gives the degree an application area. If you are bringing previous calculus, statistics or science classes, ask how they support the chosen track. The published online course format also lets you examine the weekly commitment alongside this quantitative sequence.
Before you apply: The 120-credit degree uses seven-and-a-half-week classes. Choose a track before relying on a remaining-credit estimate; a mathematics-heavy curriculum can leave prerequisites even when general education transfers.
Where You Start
ASU's general transfer routes include 24 or more transferable credits with at least a 2.50 cumulative transfer GPA, or a qualifying associate degree with a 2.00 GPA. Fewer credits and some majors have additional requirements.
Transfer Credits
ASU evaluates previous college records and provides course-by-course transfer planning through MyPath2ASU; degree and admission requirements still apply.
Degree Requirements
120 total credit hours, including the selected data science track and required mathematics and computing coursework.
Study Schedule
Online courses generally last seven and a half weeks.
More About the Curriculum +
Mathematics:The curriculum emphasizes linear algebra, statistical inference and computational methods.
Technical tools:Students work with Python, R and MATLAB for analysis and modeling.
Track selection:Seven specialized tracks connect the shared data science foundation with different application areas.
BS in Data Science, Computer Science Concentration
OnlineTransfer entry route
Colorado State's online Data Science BS pairs its quantitative foundation with a Computer Science concentration. The published sequence includes data structures, software development, optimization, statistical analysis and machine learning. A group capstone supplies the final applied experience. This is a useful comparison if your earlier studies include both programming and mathematics, because those two strands remain visible throughout the degree instead of appearing only as optional electives.
Before you apply: The transfer admission guidance prefers a college GPA of 2.5 or higher and identifies a mathematics requirement. Request a tentative evaluation, then confirm the actual course sequence with an advisor.
Where You Start
High school graduation or an equivalent is required. Transfer guidance prefers a college GPA of at least 2.5 and identifies a transfer mathematics requirement; applications receive individual review.
Transfer Credits
A Tentative Transfer Evaluation Form can help review earlier credits; the university determines their final application to the degree.
Degree Requirements
120 total credits in the Data Science BS with a Computer Science concentration.
Published Tuition
$490 per credit; tuition is separate from fees and other costs of attendance.
Study Schedule
Online coursework; completion time depends on prior coursework and study intensity.
More About the Curriculum +
Computer science concentration:Study includes data structures, algorithms, software development and operating systems.
Bellevue organizes its Data Science BS around solving problems and assembling a portfolio of analytical work. Students clean and manage data, test hypotheses, build visualizations and explain findings to different audiences. Python and SQL sit alongside exposure to R, Tableau and Power BI. That gives a returning student a concrete output to discuss when comparing programs: the kinds of projects the remaining courses will add to a professional portfolio.
Before you apply: The published degree totals 127 credits. Have Bellevue evaluate your earlier coursework against its current general education, major and elective plan before assuming a standard 120-credit total.
Bellevue evaluates previous coursework, examination credit and prior learning before making a credit award; no acceptance is promised before evaluation.
Degree Requirements
127 total credits: 37 integrative general education credits, 36 major credits and 54 electives in the published plan.
Published Tuition
Standard tuition is $459 per credit hour; other applicable costs are separate. The conditional military rate is not used here.
Study Schedule
Fully online coursework.
More About the Curriculum +
Portfolio:Coursework builds a portfolio of data-management and analytical solutions.
Tools:Study includes Python and SQL, with exposure to R, Tableau and Power BI.
University requirements:The curriculum also lists the Kirkpatrick Signature Series; include its requirements in the degree evaluation.
SNHU's data analytics degree combines several widely used tools with practice communicating results. You work with Python, SQL, Tableau, SAS and R while developing a digital portfolio. Its admission process lets you review the official transcript evaluation before making an enrollment decision, which helps connect a list of accepted credits with your remaining analytics work.
Before you apply: Check which mathematics and computing requirements your earlier courses satisfy. The transfer ceiling is 90 credits, and at least 30 credits must be completed through SNHU.
Where You Start
Apply online, complete the required attestation form, and submit a transcript request for each previous college. Confirm any additional requirements for your program.
Transfer Credits
Up to 90 credits may transfer toward the bachelor’s degree after evaluation; at least 30 credits must be completed at SNHU.
More About the Curriculum +
Degree Size:120 credits, including at least 30 completed at SNHU.
Tools:Python, SQL, Tableau, SAS and R.
Applied Work:The program includes digital portfolio creation and quantitative and qualitative analysis.
Two Analytics Capstones With Clear Transfer Prerequisites
Rowan University
Bachelor of Science in Data Analytics
OnlineTransfer entry route
Rowan combines business intelligence and data mining with statistical computing and two analytics capstones. It publishes specific mathematics and GPA requirements for transfer entry, making an early transcript check especially useful. If you're missing calculus or statistics, its pre-business route can help you understand the preparation needed before entering the major.
Before you apply: Plan for both capstone courses and the 30-credit Rowan requirement. Accepted credits still need to satisfy the selected curriculum rather than simply increase your overall total.
Where You Start
Transfer applicants need at least 12 earned college-level credits, a 2.5 cumulative GPA, and calculus and statistics completed with C- or better; a pre-business route is available for missing prerequisites.
More About the Curriculum +
Degree Size:120 credits, including at least 30 at Rowan.
Analytics Study:Data mining, business intelligence, information visualization and statistical computing.
Final Sequence:Data Analytics Capstone I and II are required.
Bachelor of Science in Analytics, Applied Data Science Focus
OnlineTransfer entry route
Franklin's Applied Data Science focus emphasizes the systems behind analytics: programming, data management, cloud computing and data warehousing. You also study visualization and machine learning, then bring the work together in an analytics capstone. This is useful to compare if previous IT credits give you technical preparation and you want to develop more analytical depth.
Before you apply: This is an Analytics BS with an Applied Data Science focus. Use that exact curriculum during evaluation, and reserve the required Franklin coursework in your completion plan.
Where You Start
Franklin evaluates previous coursework and permits up to 75% transfer credit toward the 120-credit degree.
More About the Curriculum +
Degree Size:120 credits, including at least 30 at Franklin.
Tools:SQL, Python, R and Tableau are used in applied assignments.
Final Course:The curriculum includes an Analytics Capstone.
Bachelor of Applied Arts and Sciences, Data Analytics Emphasis
OnlineDegree completion route
Lamar builds its Data Analytics BAAS emphasis around earlier applied study. The curriculum brings database programming, business intelligence and data storytelling into a broader completion degree. That makes it worth comparing if you hold an AAS and want to add analytical coursework without treating your technical education as unrelated to the bachelor's.
Before you apply: Your diploma names the BAAS without the emphasis. Ask how the AAS block, general education and 27-hour emphasis fit together in your individual degree plan.
Where You Start
The BAAS route is designed for students bringing an Associate of Applied Science and eligible previous college coursework.
More About the Curriculum +
Degree Size:120 hours with up to 42 hours of AAS transfer credit in the degree structure.
Emphasis:27 hours of emphasis-area classes.
Analytics Study:Database programming, business intelligence, data storytelling and project management.
Applied Analytics With Embedded Certificate Coursework
Texas State University
Bachelor of Applied Arts and Sciences in Data Analytics
OnlineTransfer entry route
Texas State's Data Analytics BAAS connects practical analysis and visualization with workplace decision-making. Its degree structure includes occupational education coursework and embedded certificate credit, so the evaluation should account for more than traditional lecture courses. You can use its detailed plan to compare how previous applied study fits the major and broader bachelor's requirements.
Before you apply: Texas State distinguishes its advertised transfer ceiling from a 72-hour community-college limit. Discuss additional hours with an advisor before assuming all accepted credits satisfy the degree.
Where You Start
Transfer admission depends on completed hours and GPA; official transcripts are required from prior institutions.
More About the Curriculum +
Degree Size:120 credit hours.
Analytics Study:Applied analytics, data visualization and database fundamentals.
Certificate Coursework:The published degree includes 24 credits earned through Coursera certificates.
Bachelor of Applied Arts and Sciences, Data Analytics Concentration
OnlineDegree completion route
UNT's BAAS gives students with technical or applied college credit a route to complete a bachelor's with a data analytics concentration. The online program includes a 12-credit analytics focus within a broader applied degree. That structure is useful if preserving earlier coursework matters as much as adding a focused set of analytical studies.
Before you apply: Compare the concentration's size with your desired technical depth. This is a broader applied bachelor's, and UNT must approve how your prior credits fill its requirements.
Bachelor of Science in Data Analytics, Environmental Systems Analytics Concentration
OnlineTransfer entry route
Ball State's online data analytics option concentrates on environmental systems, giving the analytical work a defined application. You combine statistics, computing and mathematics with visualization and applied projects. This is a useful comparison if earlier courses include geography, environmental science or computing and you want to connect those interests while finishing your degree.
Before you apply: The published 50–58 major-credit figure describes the major, not your personal remaining degree. Have general education and transferred coursework evaluated alongside the concentration requirements.
Where You Start
Students with previous college coursework can submit it for undergraduate transfer review.
More About the Curriculum +
Selected Concentration:Environmental Systems Analytics.
Major Study:Statistics, computer science, mathematics and data visualization.
Online Format:Asynchronous online coursework with individual academic support.
Statistical Theory and Programming Through Course Projects
Maryville University of Saint Louis
Bachelor of Science in Data Science
OnlineTransfer entry route
Maryville's Data Science BS pairs statistical theory with programming and practical projects. You study Python, SQL and R along with predictive modeling and machine learning. A recommended business minor gives you an additional option to discuss if earlier business credits form part of your record. The exact award here is Data Science.
Before you apply: The business minor is optional. Ask how adding it affects remaining coursework, and distinguish the 46-credit major from the full 120-credit bachelor's requirement.
A Data Challenge From a Community or Industry Partner
Old Dominion University
Bachelor of Science in Data Science
OnlineDegree completion route
Old Dominion's Data Science BS offers a defined completion route and a final project connected to a community or industry data challenge. Mathematics, statistics and computing support the analytical work, while specializations let you emphasize machine learning or visualization. Your transfer review can show how earlier courses prepare you for the chosen direction.
Before you apply: ODU requires at least 30 credits through the university. Confirm your selected specialization and the capstone sequence before estimating how quickly the remaining credits can be completed.
Where You Start
ODU offers a completion route for students with earlier college credits and permits up to 90 approved transfer credits.
More About the Curriculum +
Degree Size:120 credits, including at least 30 at ODU.
Study Options:Specializations include Artificial Intelligence and Machine Learning or Data Visualization.
Final Experience:A capstone addresses a real data challenge from a community or industry stakeholder.
Business Analytics for Students With General Education Credit
Southern Illinois University Edwardsville
Bachelor of Science in Business Administration, Data Analytics Specialization
OnlineDegree completion route
SIUE places data analytics inside its Business Administration BS. Statistical analysis and database retrieval support decisions in a broader business curriculum, making this a useful continuation for previous business students. Its accelerated online route expects substantial general education preparation, so the evaluation should establish both admission readiness and the courses still required outside the major.
Before you apply: Most general education courses are not offered in the accelerated online format. Progression into the business major also requires specified prerequisite grades and a 2.25 SIUE GPA.
Where You Start
Applicants with at least 30 attempted semester hours and a 2.0 cumulative GPA qualify through the published transfer route; fewer credits have separate criteria.
More About the Curriculum +
Degree Size:120 credits with 45 business administration major credits.
Analytics Study:Statistical analysis, SQL data retrieval and information systems for business decisions.
Completion Format:Accelerated online study is intended for students with most or all general education completed.
A Business Foundation With an Analytics Concentration
Kansas State University
Bachelor of Science in Business Administration, Data Analytics Concentration
OnlineTransfer entry route
Kansas State combines a broad business foundation with a Data Analytics concentration. Finance, accounting, management and marketing remain part of the bachelor's, so earlier business credits are particularly relevant to the evaluation. Its transfer equivalency tools let you examine individual courses or the program curriculum before discussing the remaining plan with an advisor.
Before you apply: This is a business degree with an analytics concentration. Compare its mix of business and technical coursework with the kind of analytical work you want to study.
Where You Start
Incoming transfer students must meet university admission requirements and have a minimum cumulative 2.50 GPA.
More About the Curriculum +
Degree Size:120 credit hours.
Business Foundation:Finance, accounting, management and marketing coursework.
Concentration:Data Analytics within the fully online Business Administration bachelor's.
Bachelor of Science in Management Information Systems, Data Analytics
OnlineTransfer entry route
Northwest Missouri State's MIS degree connects data analytics with the information systems used in business. Programming and systems analysis provide a technical base, while the analytics emphasis adds focused study. Its published transfer categories distinguish applicants with substantial college credit from those returning with only a few courses, helping you identify the correct admission route.
Before you apply: The analytics emphasis is one part of a broader MIS curriculum. Review programming prerequisites and business requirements separately so accepted electives do not obscure the technical courses still needed.
Where You Start
Transfer applicants with at least 24 transferable hours need a 2.0 cumulative transfer GPA; applicants with fewer hours also meet freshman requirements.
More About the Curriculum +
Degree Size:120 total credits with up to 90 approved transfer credits.
Technical Foundation:Programming, systems analysis and network fundamentals.
Analytics Emphasis:Nine credits of Data Analytics emphasis courses accompany the MIS requirements.
Bachelor of Science in Business Administration, Data Analytics Concentration
OnlineTransfer entry route
Colorado Technical uses its Data Analytics concentration to examine business opportunities and risks. The curriculum emphasizes classifying information, communicating findings and applying analysis within organizations. Its business core and capstone give that analytical study a management context. This is worth comparing if you want a business-focused finish after earlier general education or business courses.
Before you apply: The university explicitly distinguishes this degree from an IT or computer science program. Confirm the credit unit and individual transfer evaluation before comparing its 180-credit plan with other schools.
Business Questions, Data Warehouses and Visualization
Metropolitan State University of Denver
Bachelor of Science in Business Intelligence
OnlineTransfer entry route
MSU Denver's Business Intelligence degree begins with the business questions data needs to answer. You study databases and data warehouses, then use analytical methods and visualization to communicate findings. Its transfer tools and advising can help you see whether earlier business and information-systems credits support the major or fill other bachelor's requirements.
Before you apply: Use the Business Intelligence curriculum when reviewing equivalencies. The degree's mix of business knowledge and technical analytics should match the direction you want from your remaining study.
Where You Start
MSU Denver evaluates previous coursework and provides Transferology planning plus advisor assistance for transfer students.
More About the Curriculum +
Selected Award:Bachelor of Science in Business Intelligence.
Technical Study:Database management, data mining, predictive analytics and big-data visualization.
Study Format:The Business Intelligence major is available fully online.
Bachelor of Science in Information Sciences, Applied Data Analytics and User Experience
OnlineDegree completion route
Tennessee pairs applied data analytics with user experience in its Information Sciences BS. Database design and SQL connect with usability, accessibility, privacy and the human side of information. Its entry route starts with one transferable college credit, making it relevant even if your previous college work stopped well before an associate degree.
Before you apply: This degree balances analytics with user experience. Ask how your prior courses fit that combination and confirm the additional high school documentation required when transferring fewer than 24 credits.
Where You Start
Applicants need at least one transferable post-high-school credit and a 2.0 cumulative GPA; fewer than 24 credits also requires a high school transcript.
More About the Curriculum +
Degree Size:120 credits with eligible transfer coursework applied toward requirements.
Technical Study:Database design, SQL and usability testing.
Study Format:Fully online asynchronous instruction without live sessions.
Organize your previous college credits in the degree planner, then take your course list and questions to a school’s transfer advisor. The school’s evaluation determines which credits count toward your degree.
Compare Data Analytics Degree Completion Programs and Data Science
WGU's Data Analytics curriculum covers programming, data preparation, modeling and communication of results. The Data Science alternatives give different emphasis to those tasks. Colorado State's online degree uses a Computer Science concentration, while ASU offers several disciplinary tracks. UMGC combines a 39-credit major with general education and electives.
Write down the required courses you want to complete, then compare where your earlier mathematics or computing work fits. A related title helps identify candidates; it does not establish course equivalence.
Evaluate Statistics, Mathematics and Programming Transfer Credits Together
Colorado State's curriculum includes mathematical, statistical and computer science sequences, ending with a group capstone. ASU includes linear algebra, statistical inference and machine learning. These requirements make preparation in mathematics as important to the transfer discussion as experience with a programming language.
When reviewing online data analytics and data science programs, ask which methods course you can enter first after the transfer-credit evaluation. Check whether your earlier statistics or programming classes satisfy the specific major requirements and whether additional mathematics prerequisites remain.
Bellevue's Data Science BS totals 127 credits, while UMGC, ASU and Colorado State list 120-credit degrees. WGU uses six-month terms and competency units. Those differences make a single assumed 120-credit subtraction an unreliable comparison across this list.
WGU's current page lists $3,925 tuition plus a $200 resource fee per six-month term. Build a term-based scenario there. At a per-credit school, start with the university's evaluated remaining requirements and the tuition rate that applies to you.
Questions About Data Analytics Degree Completion Programs
Which Data Analytics Degree Completion Programs Award a Data Analytics BS?+
WGU awards the BS in Data Analytics. UMGC, ASU, Colorado State and Bellevue award Data Science degrees. Their related curricula make them useful alternatives, but the exact degree names remain separate.
Can I Transfer Business Courses Into These Data Programs?+
Request a course-by-course evaluation. Previous business classes may satisfy relevant requirements or electives, but they do not automatically replace programming, statistics or advanced mathematics in the selected degree.
Is Colorado State's Degree a Computer Science Bachelor's?+
This listing is the BS in Data Science with a Computer Science concentration. Its computing-intensive coursework belongs to that data science award; it should not be relabeled as a BS in Computer Science.
Its current Data Science BS lists 127 credits: 37 integrative general education, 36 major and 54 elective credits. Have previous work evaluated against the full plan rather than assuming a 120-credit total.
How Do I Estimate Time in Data Analytics Degree Completion Programs?+
Use the official evaluation, the order of remaining methods courses and your planned workload. For WGU, model six-month terms separately. A transfer estimate or sample completion chart does not guarantee your schedule.
Program details come from the schools’ own degree, admission, transfer, and tuition pages. Program selection follows the criteria stated above. Each school determines how your previous coursework applies.