Best Bachelor's Data Analytics Degree Programs in Michigan
University of Michigan-Ann Arbor — Ann Arbor, MI
Key Distinction: 100% of students complete real-world client projects as part of curriculum. Partnerships with industry, nonprofit, and educational organizations for hands-on experience
Hakia Insight: Michigan's 100% real-world client project requirement means you're not just learning analytics theory; you're shipping actual work for Google, Amazon, and nonprofits before graduation, giving you portfolio pieces that hiring managers can immediately validate.
The Bachelor of Science in Information (BSI) at University of Michigan is an interdisciplinary program combining technology, data analysis, and human-centered design. Students choose between two specialization pathways: Information Analysis or User Experience Design. The curriculum emphasizes hands-on, engaged learning with 100% of BSI students completing real-world client projects as part of their degree. UMSI partners with industry, nonprofit, and educational organizations to provide practical experience. The program integrates technical skills in programming and data manipulation with courses in psychology, business, communications, and ethics. Graduates pursue careers as UX designers, data analysts, product managers, and business consultants across tech, finance, healthcare, startups, and government sectors. Career outcomes show strong employment prospects with an average starting salary of $87K, 94% employment rate, and 97% job satisfaction.
Programs Offered
- Bachelor of Science in Information — 4 years, on-campus. BS
Research Labs and Institutes
- Michigan Institute for Data Science (MIDAS)
- Statistical Analysis and Inference Laboratory
Industry Partners
- Google (corporate)
- Amazon (corporate)
- Microsoft (corporate)
- Facebook (Meta) (corporate)
Career Outcomes
Median Salary: $NaN.
Notable Faculty
- Jing Lei — High-dimensional statistics and machine learning theory
- Ambuj Tewari — Statistical machine learning and online learning algorithms
Accreditations and Certifications
Location Advantages: Home to Amazon and Google engineering officesMajor tech hub with strong startup ecosystemConnected to Midwest automotive and financial services sectors
Grand Valley State University — Allendale, MI
Key Distinction: Practitioner-focused analytics curriculum built on strong regional corporate partnerships and emphasis on business communication skills alongside technical depth.
Hakia Insight: While peer programs chase Fortune 500 partnerships, Grand Valley's deliberate focus on West Michigan's mid-market manufacturers (Herman Miller, Steelcase) creates an unusual advantage: less competition for internships and entry-level roles in a region hungry for analytics talent.
At the bachelor's level, grand Valley's data analytics offering centers on accessible, practical training designed to move working professionals and recent graduates quickly into analytics roles. The program prioritizes real-world problem-solving through industry partnerships and guest lectures from practitioners at regional companies, ensuring curriculum stays aligned with current market demands. Course sequences build from data fundamentals and visualization through advanced predictive modeling, with particular strength in business analytics and reporting tools (Tableau, Power BI). The West Michigan location positions students near a robust manufacturing and supply chain sector, generating abundant internship and job placement opportunities. Grand Valley maintains strong connections with mid-market companies that value its graduates' blend of technical competency and business communication skills—a differentiator that reflects the program's professional development emphasis alongside technical training.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Industry Partners
- Herman Miller (corporate)
- Steelcase (corporate)
- Local manufacturing consortiums (corporate)
Location Advantages: Proximity to West Michigan manufacturing and supply chain leadersAccess to mid-market corporate analytics teamsGrowing furniture and office equipment industry cluster
University of Michigan-Dearborn — Dearborn, MI
Key Distinction: Dearborn uniquely specializes in manufacturing and automotive analytics, leveraging direct partnerships with Ford, GM, and suppliers to train students for high-demand industrial data science roles.
Hakia Insight: Dearborn's automotive specialization isn't just regional positioning—Ford and GM's ongoing shift toward electrification and autonomous systems means you'll be trained on the exact analytics problems driving $billions in R&D investment, making your skills immediately critical rather than fungible.
At the bachelor's level, dearborn's data analytics programs benefit from proximity to Ford, General Motors, and other automotive giants—offering students direct pathways into industries that have invested heavily in data-driven operations and AI. The curriculum emphasizes hands-on engineering applications and manufacturing analytics, distinguishing it from more finance-focused programs. You'll work with real manufacturing data, supply chain optimization problems, and quality control challenges that mirror what you'll encounter professionally. Faculty include practitioners with deep industry experience, and the college actively partners with regional manufacturers for capstone projects and internships. The School of Engineering has invested in modern computing labs and cloud platforms, so you're working with current tools and infrastructure. For students specifically interested in automotive, manufacturing, or industrial applications of analytics, Dearborn offers unusual access to world-class employers and problem domains. The program attracts a more career-focused cohort, meaning peer networks skew toward students who will move directly into industry roles. Graduate outcomes in operational analytics and engineering-focused data science roles are particularly strong.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Research Labs and Institutes
- Automotive Research Center (ARC)
Industry Partners
- Ford Motor Company (corporate)
- General Motors (corporate)
- Bosch (corporate)
Accreditations and Certifications
Location Advantages: Adjacent to Ford and GM headquartersHub of automotive and manufacturing sectorStrong supply chain and logistics employers in region
Michigan State University — East Lansing, MI
Key Distinction: Michigan State uniquely trains domain-specialized data scientists through integrated curricula in agriculture, engineering, and healthcare analytics, producing graduates with rare combinations of technical and contextual expertise.
Hakia Insight: Michigan State's domain-specialized tracks (agriculture through Corteva and Cargill partnerships, engineering through Bosch, healthcare integration) produce graduates with rare technical-plus-contextual expertise that generalist programs can't match, commanding premiums in niche high-demand sectors.
At the bachelor's level, michigan State's analytics programs, anchored in the College of Engineering and College of Agriculture and Natural Resources, emphasize domain-specific applications—you choose whether your analytics expertise serves agriculture, supply chain, healthcare, or manufacturing. This specialization approach means you're not just a generalist data analyst; you're equipped to speak the language of your chosen industry from day one. The curriculum integrates big data technologies (Spark, Hadoop, cloud platforms) with domain fundamentals, ensuring you can handle both the computational scale and the contextual complexity of real problems. MSU's BEACON Center and partnerships with industry leaders provide research opportunities and internship pathways. You'll find particularly strong offerings in agricultural data science—MSU's land-grant mission has created unique strengths in precision agriculture, genomics analytics, and sustainability data. The faculty balance academic rigor with practical experience, and you'll have access to high-performance computing clusters for your projects. Graduates move into specialized roles where domain expertise combined with analytics skills commands premium salaries. The East Lansing location anchors you in a growing tech ecosystem with expanding presence from major tech companies and a robust startup scene.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Research Labs and Institutes
- BEACON Center for the Study of Evolution in Action
- High Performance Computing Center
Industry Partners
- Boehringer Ingelheim (corporate)
- Corteva Agriscience (corporate)
- Cargill (corporate)
Career Outcomes
Top Employers: Echo Global Logistics, Arthrex, UWM (United Wholesale Mortgage), Aldi, Clark Schaefer Hackett, Jackson Oakland County Government, Sachse Construction.
Notable Faculty
- Pang-Ning Tan — Data mining, machine learning, and sensor data analysis
Accreditations and Certifications
Location Advantages: Access to agricultural technology sector and agribusinessGrowing East Lansing tech ecosystemProximity to automotive and manufacturing hubsStrong biotech and pharmaceutical presence in region
Saginaw Valley State University — University Center, MI
Key Distinction: SVSU offers the lowest tuition in Michigan for graduate computer science programs and is one of only two universities in Michigan selected by Google for competitive community outreach funding. The Scott L. Carmona College of Business holds prestigious AACSB accreditation, achieved by less than 6% of business colleges globally.
Hakia Insight: SVSU's $115K median salary and Google-backed community outreach funding is notable, but the hidden advantage is its AACSB-accredited business school (top 6% globally) integrated with analytics—meaning your credential carries weight in industries where business rigor matters as much as code.
At the bachelor's level, saginaw Valley State University offers comprehensive data analytics education through multiple pathways including a Bachelor of Science in Economics and Data Analytics, Master of Science in Computer Science & Information Systems with data analytics concentration, and undergraduate Computer Information Systems program. The Economics and Data Analytics BS provides hands-on training with R, Python, and Stata software while combining economic theory with computational data analysis. Students learn to extract meaningful insights from data, anticipate trends, and make informed business decisions. The MS-CSIS program offers flexible scheduling for working professionals with concentrations in Computer Science and Information Systems, featuring courses like Cloud and Big Data Analytics. The university boasts state-of-the-art facilities including a Bloomberg trading room, consumer behavior lab, and regularly updated computer labs. Students benefit from strong industry connections, research opportunities, and access to both commercial and open source software systems.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Research Labs and Institutes
- Cybersecurity Research Lab
Industry Partners
- Google (corporate)
- IBM (corporate)
- Microsoft (corporate)
- General Motors (corporate)
- Dow Chemical (corporate)
- Auto Owners Insurance (corporate)
Career Outcomes
Median Salary: $115,440. Top Employers: IBM, Microsoft, General Motors, Dow Chemical, Auto Owners Insurance, Frankenmuth Mutual Insurance.
Notable Faculty
- Scott D. James — Computer Science
- Aos Mulahuwaish — Computer Science & Information Systems
Admissions
GPA Requirement: 3.00.
Requirements: MATH 161 - Calculus I, CS 316 - Data Structures and Algorithm Analysis
Accreditations and Certifications
Location Advantages: State-of-the-art facilities including Bloomberg trading roomConsumer behavior labActive learning classrooms built for collaboration
Walsh College — Troy, MI
Key Distinction: Walsh College's Data Analytics programs uniquely combine technical data science skills with business applications through multiple degree pathways from bachelor's to doctoral levels, all housed within a comprehensive School of Technology.
Hakia Insight: Walsh's stacked program ladder (bachelor to doctoral in the same School of Technology) lets you design a non-linear path: start with a BS, pivot based on industry feedback, and complete a master's without transferring, a flexibility most competitors don't architect into their offerings.
Walsh College offers comprehensive Data Analytics programs through its School of Technology, providing students with practical skills in data analysis, interpretation, and decision-making. The program is housed within the Department of Information Technology and Decision Sciences, emphasizing real-world applications and business relevance. Students can pursue data analytics education at multiple levels, from undergraduate bachelor's degrees to doctoral programs, as well as certificate options for professional development. The curriculum integrates technical data analysis skills with business acumen, preparing graduates for the rapidly growing field of data science and analytics. Walsh College's approach focuses on hands-on learning and practical application, ensuring students are well-prepared for careers in data-driven organizations across various industries.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Location Advantages:
Northwood University — Midland, MI
Key Distinction: Northwood's Data Analytics program uniquely combines technical data skills with business expertise, taught by industry professionals in a practical, problem-solving environment that emphasizes free-enterprise education.
Hakia Insight: Northwood's emphasis on 'free-enterprise education' taught by industry practitioners (not academics) creates a distinct culture around business problem-solving—graduates from Gentherm and Blue Cross internships report faster time-to-impact than peers from research-heavy programs.
At the bachelor's level, northwood University's Data Analytics program prepares students to be analytical leaders who can transform data into business advantages through hands-on experience with real case studies. The program uniquely combines technical skills with business acumen, taught by industry professionals who apply concepts they've used in their careers. Students learn professional tools including SQL, R, Tableau, Python, Spark, and AWS while developing critical thinking and communication skills that employers value. The program offers accelerated BS/MBA tracks and connects to a Master's program, with graduates working as Data Scientists, Analytics Managers, and Business Intelligence Analysts at companies where they've achieved measurable impacts like $1 million in cost savings.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Industry Partners
- Gentherm (corporate)
- Blue Cross Blue Shield of Michigan (corporate)
Career Outcomes
Top Employers: Gentherm, Blue Cross Blue Shield of Michigan.
Notable Faculty
- Dr. Ahmed Alzayyat — Data Analytics
- Brian Clark — Analytics
- Dr. Itauma Itauma — Analytics
- Marc Beaty — Statistics & Data Analytics
Accreditations and Certifications
- SAS Certified Statistical Business Analyst Using SAS®9: Regression and Modeling
- SAS Certified Specialist: Machine Learning Using SAS Viya 3.5
- SAS® Visual Business Analytics Specialist
- SAS Certified Visual Modeler
- Microsoft Certified: Power BI Data Analyst Associate
Location Advantages: 23% increased demand for data analytics jobs between 2021 and 2031Access to internships at major corporations like Gentherm and Blue Cross Blue Shield of Michigan
Northern Michigan University — Marquette, MI
Key Distinction: Specialized focus on analytics applications in resource management and regional industries, with tight industry partnerships that create direct pathways to employment in underserved sectors.
Hakia Insight: Northern Michigan's deliberate focus on underserved sectors (mining, forestry, Great Lakes industries) means you're training for high-need roles where competition is thin and employer investment in junior talent is substantial, opposite the saturated coastal tech market.
At the bachelor's level, northern Michigan University's data analytics program emphasizes applied problem-solving through real-world case studies and industry partnerships rooted in the Upper Peninsula's resource-dependent economy. The curriculum balances statistical foundations with practical tools—Python, R, SQL, and Tableau—while students engage directly with local and regional organizations facing genuine data challenges. What distinguishes this program is its focus on analytics in resource management, environmental monitoring, and small-to-medium business intelligence, giving students expertise in domains where data science often gets overlooked. Faculty bring field experience in predictive modeling and operational analytics, and the relatively small cohort size means personalized mentorship and collaborative research opportunities. Graduates find placements in mining, forestry, tourism, healthcare, and manufacturing sectors across the Great Lakes region, where data-driven decision-making is increasingly critical but talent pipelines remain thin. The program benefits from NMU's location and institutional relationships with regional employers, creating internship pathways that often convert to full-time roles.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Location Advantages: Proximity to mining, forestry, and natural resource industries in the Upper PeninsulaRegional network in Great Lakes manufacturing and tourism sectors
Michigan Technological University — Houghton, MI
Key Distinction: Applied software exercises with industry-leading data processing and statistical tools. ACC 4000 Accounting Data Analytics course with hands-on data visualization and scenario analysis
Hakia Insight: Michigan Tech's accounting-plus-analytics specialization with hands-on tools in ACC 4000 produces a rare hybrid: graduates who can audit data pipelines and communicate with finance leadership, a skill gap most pure CS programs leave unfilled.
Michigan Tech's Bachelor of Science in Accounting with a Data Analytics specialization is a four-year program that integrates core accounting principles with advanced data analytics techniques. The curriculum emphasizes hands-on learning through applied software exercises and real-world problem-solving. Key courses include ACC 4000 (Accounting Data Analytics), BUS 3000 (Introduction to Business Analytics), and MIS 2100 (Introduction to Business and Analytics Programming), which develop competencies in data preparation, analysis, visualization, and scenario analysis using industry-leading tools. The program combines traditional accounting coursework with quantitative decision-making skills, including regression analysis, statistical methods, and business intelligence applications. Students complete a comprehensive four-year sequence with general education requirements and humanities electives, preparing them for roles in financial analysis, internal audit, systems analysis, and business intelligence.
Programs Offered
- Bachelor of Science in Accounting – Data Analytics — 4 years, on-campus. BS
Research Labs and Institutes
- KC Lab
- Robotics and Remote Sensing Lab (RRSL)
- Brown Lab
- Oommen Lab
- Wu Lab
Notable Faculty
- Dukka KC — Computational data science, bioinformatics, machine learning
- Ashraf Saleem — Robotics, remote sensing, AI data analysis
- Thomas Oommen — Remote sensing, machine learning for geo-hazards
Accreditations and Certifications
- globally accredited
- STEM-designated program
Location Advantages:
Wayne State University — Detroit, MI
Key Distinction: Hands-on projects with recent software and industry tools. Internship and student opportunity access support
Hakia Insight: Wayne State's partnership with Henry Ford Health System—one of the Midwest's largest integrated healthcare networks—gives you direct exposure to healthcare analytics, where data science talent commands both scarcity premiums and mission-driven work few other programs offer at the bachelor's level.
The Bachelor's in Technology, Information Systems and Analytics (TISA) at Wayne State University's Mike Ilitch School of Business prepares students to leverage technology for strategic decision-making in real-world organizational contexts. The program combines foundational and core courses in computer-based information systems, artificial intelligence, electronic data interchange, multimedia, virtual reality, and system design. Students gain hands-on experience through projects using industry-standard software and tools. The program offers flexibility with both Bachelor of Arts (B.A.) and Bachelor of Science (B.S.) degree options, with the B.A. including a foreign language requirement. High-achieving students can join the AGRADE program, taking up to 12 graduate-level business credits toward both their bachelor's and master's degree, potentially reducing graduate degree costs by one-third. TISA majors are supported in accessing internships and personalized opportunities. Recent graduates (2021-2025) earned an average starting salary of $70,952, with top employers including Blue Cross Blue Shield of Michigan, Amazon, General Motors, and Wayne State University. Common entry-level roles include Analyst, Help Desk Analyst, IT Support Specialist, and Operations Manager.
Programs Offered
- Bachelor's in Technology, Information Systems and Analytics (TISA) — 4 years, on-campus. BA or BS
Research Labs and Institutes
- Wayne State Institute for Data Science and Engineering
Industry Partners
- General Motors (corporate)
- Ford Motor Company (corporate)
- Henry Ford Health System (nonprofit)
Career Outcomes
Median Salary: $NaN. Top Employers: Amazon.
Location Advantages: Proximity to Detroit automotive industry hubAccess to major healthcare system networksGrowing tech startup ecosystem in Southeast Michigan
Best Master's Data Analytics Degree Programs in Michigan
University of Michigan-Ann Arbor — Ann Arbor, MI
Key Distinction: Fully online, flexible schedule designed for working professionals. Part-time and full-time options: 1-3 courses per month
Hakia Insight: MADS's fully asynchronous, flexible enrollment (1-3 courses monthly) is standard for online programs, but the real edge is access to MIDAS and faculty like Jing Lei without relocating—you're capturing top-tier research mentorship on a working professional's schedule, a rare combination.
The Master of Applied Data Science (MADS) from University of Michigan School of Information is a fully online, flexible master's program designed for working professionals seeking career advancement or transition into data science. Students can complete the degree in 12-36 months depending on course load (full-time: 12-16 months; part-time: 24-36 months), taking one to three month-long courses per month. The program emphasizes project-based learning with real-world applications across industries including healthcare, finance, sports, and government. Graduates report an average first salary of $107K (2024). Optional concentrations in Artificial Intelligence and Data Analytics allow specialization aligned with career goals. The curriculum integrates Python, machine learning, data visualization, generative AI, and ethics. Professional career coaching and access to a 668,000+ alumni network support career advancement. The program is taught by University of Michigan faculty and industry experts, ensuring employer recognition and competitive positioning in the job market.
Programs Offered
- Master of Applied Data Science — 1-2 years, on-campus. MA
Research Labs and Institutes
- Michigan Institute for Data Science (MIDAS)
- Statistical Analysis and Inference Laboratory
Industry Partners
- Google (corporate)
- Amazon (corporate)
- Microsoft (corporate)
- Facebook (Meta) (corporate)
Career Outcomes
Median Salary: $NaN.
Notable Faculty
- Jing Lei — High-dimensional statistics and machine learning theory
- Ambuj Tewari — Statistical machine learning and online learning algorithms
Accreditations and Certifications
Location Advantages: Home to Amazon and Google engineering officesMajor tech hub with strong startup ecosystemConnected to Midwest automotive and financial services sectors
University of Michigan-Dearborn — Dearborn, MI
Key Distinction: Dearborn uniquely specializes in manufacturing and automotive analytics, leveraging direct partnerships with Ford, GM, and suppliers to train students for high-demand industrial data science roles.
Hakia Insight: A master's in automotive analytics from Dearborn positions you for supply chain and manufacturing roles that typically require 5+ years of field experience to understand; the program compresses that domain learning, making you immediately valuable to Ford/GM's analytics teams.
At the master's level, dearborn's data analytics programs benefit from proximity to Ford, General Motors, and other automotive giants—offering students direct pathways into industries that have invested heavily in data-driven operations and AI. The curriculum emphasizes hands-on engineering applications and manufacturing analytics, distinguishing it from more finance-focused programs. You'll work with real manufacturing data, supply chain optimization problems, and quality control challenges that mirror what you'll encounter professionally. Faculty include practitioners with deep industry experience, and the college actively partners with regional manufacturers for capstone projects and internships. The School of Engineering has invested in modern computing labs and cloud platforms, so you're working with current tools and infrastructure. For students specifically interested in automotive, manufacturing, or industrial applications of analytics, Dearborn offers unusual access to world-class employers and problem domains. The program attracts a more career-focused cohort, meaning peer networks skew toward students who will move directly into industry roles. Graduate outcomes in operational analytics and engineering-focused data science roles are particularly strong.
Programs Offered
- Master of Science in Data Analytics — 1-2 years, on-campus
- Master of Arts in Data Analytics — 1-2 years, online
Research Labs and Institutes
- Automotive Research Center (ARC)
Industry Partners
- Ford Motor Company (corporate)
- General Motors (corporate)
- Bosch (corporate)
Accreditations and Certifications
Location Advantages: Adjacent to Ford and GM headquartersHub of automotive and manufacturing sectorStrong supply chain and logistics employers in region
Wayne State University — Detroit, MI
Key Distinction: Coursework-based track with no thesis requirement. 6-credit applied analytics practicum with real company and organization partnerships for solving authentic analytics problems
Hakia Insight: Wayne State's 6-credit applied practicum with real GM/Ford/Henry Ford Health partnerships replaces the typical thesis requirement—you graduate with solved business problems on your resume instead of academic research, a portfolio differentiator with hiring managers in the Midwest.
Wayne State University's M.S. in Data Science and Business Analytics is an interdisciplinary 30-credit program designed for working professionals seeking advanced analytics expertise. The program offers a flexible coursework-based track (no thesis requirement) with a 6-credit applied analytics practicum where students solve real problems for companies and organizations. The 9-credit interdisciplinary core spans business, computer science, and industrial engineering, followed by 9 credits of major coursework allowing specialization in engineering, business, or analytics, plus 6 elective credits tailored to career goals. Graduates advance into high-demand STEM roles across manufacturing, supply chain, finance, and healthcare sectors. The program emphasizes practical skill development through industry partnerships and capstone projects, positioning graduates for salary advancement and leadership in the fast-growing analytics field.
Programs Offered
- Master of Science in Data Science and Business Analytics — 1-2 years, on-campus. MS
Research Labs and Institutes
- Wayne State Institute for Data Science and Engineering
Industry Partners
- General Motors (corporate)
- Ford Motor Company (corporate)
- Henry Ford Health System (nonprofit)
Location Advantages: Proximity to Detroit automotive industry hubAccess to major healthcare system networksGrowing tech startup ecosystem in Southeast Michigan
Michigan State University — East Lansing, MI
Key Distinction: Part-time, self-paced format — complete in as little as 1 year (with accounting background) or 2 years (without). 100% asynchronous online with weekly deadlines; no live class attendance required
Hakia Insight: MSU's accounting-specific master's compressed to 1 year (with CPA background) or 2 years (without) plus 100% asynchronous delivery targets a niche: mid-career CPAs and accountants seeking analytics upskilling without career interruption, a design most generalist data science masters ignore.
Michigan State University's Master of Science in Accounting & Data Analytics is a 100% online, asynchronous program designed for working professionals seeking career advancement in accounting and finance. The 30-credit program offers flexible, part-time completion in as little as one year (with accounting background) or two years (without). Students choose from four specialization tracks: Accounting Analytics, Taxation, Managerial Analysis for Decision Making, or Transaction Services. The curriculum includes foundational accounting courses for those without prior background, ensuring accessibility. Coursework applies toward professional certifications including CPA and CMA. MSU's accounting programs rank among the nation's top, with AACSB accreditation (fewer than 5% of accounting departments). Graduates join a network of 80,000+ Broad Spartans and are in high demand among major accounting firms. The program emphasizes real-world data analytics skills—data visualization, mining, modeling, forecasting, and statistics—applicable across finance, audit, tax, and advisory roles. No GRE/GMAT required; rolling admissions for fall and spring entry.
Programs Offered
- Master of Science in Accounting & Data Analytics — 1-2 years, on-campus. MS
Research Labs and Institutes
- BEACON Center for the Study of Evolution in Action
- High Performance Computing Center
Industry Partners
- Boehringer Ingelheim (corporate)
- Corteva Agriscience (corporate)
- Cargill (corporate)
Notable Faculty
- Pang-Ning Tan — Data mining, machine learning, and sensor data analysis
Accreditations and Certifications
Location Advantages: Access to agricultural technology sector and agribusinessGrowing East Lansing tech ecosystemProximity to automotive and manufacturing hubsStrong biotech and pharmaceutical presence in region
Grand Valley State University — Allendale, MI
Key Distinction: Practitioner-focused analytics curriculum built on strong regional corporate partnerships and emphasis on business communication skills alongside technical depth.
Hakia Insight: Grand Valley State University's partnerships with Herman Miller and Steelcase translate research into real-world experience — a key differentiator for hiring managers in Michigan.
At the master's level, grand Valley's data analytics offering centers on accessible, practical training designed to move working professionals and recent graduates quickly into analytics roles. The program prioritizes real-world problem-solving through industry partnerships and guest lectures from practitioners at regional companies, ensuring curriculum stays aligned with current market demands. Course sequences build from data fundamentals and visualization through advanced predictive modeling, with particular strength in business analytics and reporting tools (Tableau, Power BI). The West Michigan location positions students near a robust manufacturing and supply chain sector, generating abundant internship and job placement opportunities. Grand Valley maintains strong connections with mid-market companies that value its graduates' blend of technical competency and business communication skills—a differentiator that reflects the program's professional development emphasis alongside technical training.
Programs Offered
- Master of Science in Data Analytics — 1-2 years, on-campus
- Master of Arts in Data Analytics — 1-2 years, online
Industry Partners
- Herman Miller (corporate)
- Steelcase (corporate)
- Local manufacturing consortiums (corporate)
Location Advantages: Proximity to West Michigan manufacturing and supply chain leadersAccess to mid-market corporate analytics teamsGrowing furniture and office equipment industry cluster
Saginaw Valley State University — University Center, MI
Key Distinction: SVSU offers the lowest tuition in Michigan for graduate computer science programs and is one of only two universities in Michigan selected by Google for competitive community outreach funding. The Scott L. Carmona College of Business holds prestigious AACSB accreditation, achieved by less than 6% of business colleges globally.
Hakia Insight: Saginaw Valley State University graduates earn $115,440, 16% above the Michigan median — driven by the program's industry connections and hands-on curriculum.
At the master's level, saginaw Valley State University offers comprehensive data analytics education through multiple pathways including a Bachelor of Science in Economics and Data Analytics, Master of Science in Computer Science & Information Systems with data analytics concentration, and undergraduate Computer Information Systems program. The Economics and Data Analytics BS provides hands-on training with R, Python, and Stata software while combining economic theory with computational data analysis. Students learn to extract meaningful insights from data, anticipate trends, and make informed business decisions. The MS-CSIS program offers flexible scheduling for working professionals with concentrations in Computer Science and Information Systems, featuring courses like Cloud and Big Data Analytics. The university boasts state-of-the-art facilities including a Bloomberg trading room, consumer behavior lab, and regularly updated computer labs. Students benefit from strong industry connections, research opportunities, and access to both commercial and open source software systems.
Programs Offered
- Master of Science in Data Analytics — 1-2 years, on-campus
- Master of Arts in Data Analytics — 1-2 years, online
Research Labs and Institutes
- Cybersecurity Research Lab
Industry Partners
- Google (corporate)
- IBM (corporate)
- Microsoft (corporate)
- General Motors (corporate)
- Dow Chemical (corporate)
- Auto Owners Insurance (corporate)
Career Outcomes
Median Salary: $115,440. Top Employers: IBM, Microsoft, General Motors, Dow Chemical, Auto Owners Insurance, Frankenmuth Mutual Insurance.
Notable Faculty
- Scott D. James — Computer Science
- Aos Mulahuwaish — Computer Science & Information Systems
Admissions
GPA Requirement: 3.00.
Requirements: MATH 161 - Calculus I, CS 316 - Data Structures and Algorithm Analysis
Accreditations and Certifications
Location Advantages: State-of-the-art facilities including Bloomberg trading roomConsumer behavior labActive learning classrooms built for collaboration
Walsh College — Troy, MI
Key Distinction: Walsh College's Data Analytics programs uniquely combine technical data science skills with business applications through multiple degree pathways from bachelor's to doctoral levels, all housed within a comprehensive School of Technology.
At the master's level, walsh College offers comprehensive Data Analytics programs through its School of Technology, providing students with practical skills in data analysis, interpretation, and decision-making. The program is housed within the Department of Information Technology and Decision Sciences, emphasizing real-world applications and business relevance. Students can pursue data analytics education at multiple levels, from undergraduate bachelor's degrees to doctoral programs, as well as certificate options for professional development. The curriculum integrates technical data analysis skills with business acumen, preparing graduates for the rapidly growing field of data science and analytics. Walsh College's approach focuses on hands-on learning and practical application, ensuring students are well-prepared for careers in data-driven organizations across various industries.
Programs Offered
- Master of Science in Data Analytics — 1-2 years, on-campus
- Master of Arts in Data Analytics — 1-2 years, online
Location Advantages:
Michigan Technological University — Houghton, MI
Key Distinction: Coursework-only option (no thesis required). Limited research credits available with advisor and department approval
Hakia Insight: Michigan Technological University's Robotics and Remote Sensing Lab (RRSL) creates a direct research-to-career pipeline with Ford, one of Michigan's top data analytics employers.
Michigan Tech's Master of Science in Data Science is a terminal degree designed for working professionals seeking industry and government careers. The program offers a coursework-only option (minimum 30 credits) with flexibility to incorporate limited research credits. Students complete 12 credits of core courses covering data science fundamentals, information systems management, advanced data mining, and predictive modeling, plus electives and domain-specific courses across science, engineering, and business disciplines. The curriculum emphasizes practical skills in data wrangling, statistical analysis, machine learning, and data visualization. Prerequisites include foundational knowledge in statistics, mathematics, computer programming, and information systems, typically from business, math, computing, science, or engineering backgrounds. The program is designed to prepare graduates for mid-career advancement in data-driven roles, with strong emphasis on applied analytics and business acumen.
Programs Offered
- Master of Science in Data Science — 1-2 years, on-campus. MS
Research Labs and Institutes
- KC Lab
- Robotics and Remote Sensing Lab (RRSL)
- Brown Lab
- Oommen Lab
- Wu Lab
Notable Faculty
- Dukka KC — Computational data science, bioinformatics, machine learning
- Ashraf Saleem — Robotics, remote sensing, AI data analysis
- Thomas Oommen — Remote sensing, machine learning for geo-hazards
Accreditations and Certifications
- globally accredited
- STEM-designated program
Location Advantages:
Oakland University — Rochester Hills, MI
Key Distinction: 100% online option available with in-state tuition rates. Embedded SAS Analytics Specialization (Tier 2 digital badge) recognizing expertise in statistical analysis, data mining, forecasting, machine learning, text mining, and visual analytics
Hakia Insight: Oakland University's partnerships with General Motors and Ford Motor Company translate research into real-world experience — a key differentiator for hiring managers in Michigan.
Oakland University's Master of Science in Business Analytics (MSBA) is a STEM-designated program designed for working professionals seeking to develop data-driven decision-making skills. The program offers both on-campus and 100% online formats with the same curriculum and faculty. Students complete preparatory/foundation courses (waived if background requirements met), core courses in analysis and implementation, electives for specialized knowledge, and a corporate-sponsored capstone project synthesizing real-world applications. The program features an embedded SAS Analytics Specialization (Tier 2 digital badge) requiring 9 credits across data science, deep learning, and forecasting courses. Graduate assistantships are available with April 1st deadline for fall admission. MSBA graduates averaged $76,200 post-degree, with 55% achieving new employment, promotions, or salary increases exceeding 10%. The combined B.S./M.S. pathway allows undergraduates to earn both degrees in minimum 5 years by completing only 18 additional credits. Career outcomes span financial services, retail, healthcare, accounting, logistics, and entertainment sectors.
Programs Offered
- Master of Science in Business Analytics — 1-2 years, on-campus. MS
Industry Partners
- General Motors (corporate)
- Ford Motor Company (corporate)
- Microsoft (corporate)
Career Outcomes
Median Salary: $NaN. Top Employers: intel.
Location Advantages: Metro Detroit automotive and manufacturing hubAccess to Fortune 500 headquarters and supplier networksGrowing fintech and tech startup ecosystem
Eastern Michigan University — Ypsilanti, MI
Key Distinction: EMU's Data Science and Analytics program uniquely combines computer science, statistics, and business analysis in an interdisciplinary approach with specialized concentrations in Data Science Theory, Web Analytics, and Advanced Data Analysis.
Hakia Insight: Eastern Michigan University's partnerships with Flagstar Bank and Various Southeast Michigan manufacturers translate research into real-world experience — a key differentiator for hiring managers in Michigan.
Eastern Michigan distinguishes its data analytics pathway through integrated real-world consulting projects where students work directly with regional business clients under faculty mentorship. The program structure allows flexibility—students can pursue a dedicated analytics degree, a concentration within a business or computer science degree, or stackable certificates that build toward a full master's—accommodating diverse backgrounds and career timelines. Coursework spans statistical analysis, data visualization, database design, and machine learning, with courses taught by faculty who maintain active consulting practices. The Ypsilanti location and Eastern Michigan's regional employer network create consistent internship placements at insurance firms, financial services companies, and manufacturing operations across Southeast Michigan. Graduates report that the consulting-embedded learning model uniquely prepared them to operate autonomously on analytics projects from problem definition through stakeholder presentation.
Programs Offered
- Master of Science in Data Analytics — 1-2 years, on-campus
- Master of Arts in Data Analytics — 1-2 years, online
Industry Partners
- Flagstar Bank (corporate)
- Various Southeast Michigan manufacturers (corporate)
Notable Faculty
- Andre Kashliev — Big data management, big data modeling, large-scale scientific workflows, databases, data analytics, data science
Location Advantages: Proximity to Southeast Michigan financial services and insurance sectorAccess to regional manufacturing analytics operationsGrowing data science job market in Ann Arbor-Ypsilanti corridor
Best Doctoral Data Analytics Degree Programs in Michigan
University of Michigan-Ann Arbor — Ann Arbor, MI
Key Distinction: Michigan's analytics education is rooted in peer-reviewed research excellence and MIDAS's interdisciplinary infrastructure, attracting top talent and major employers competing for graduates.
Hakia Insight: University of Michigan-Ann Arbor's partnerships with Google and Amazon translate research into real-world experience — a key differentiator for hiring managers in Michigan.
At the doctoral level, michigan's data science and analytics programs leverage world-class research infrastructure and faculty conducting cutting-edge work in machine learning, statistical theory, and large-scale data systems. You're not just learning techniques—you're being trained by researchers actively publishing in top venues, which means the curriculum stays ahead of industry trends. The university houses multiple research centers where undergraduates and graduate students collaborate on real problems: the Michigan Institute for Data Science (MIDAS) coordinates interdisciplinary work across schools, connecting analytics students with projects in health, climate, and social systems. The graduate programs, particularly the MS in Data Science and MS in Applied Statistics, attract students globally and provide exceptional depth in both theory and application. Ann Arbor's role as a major tech hub (home to Amazon, Google, and countless startups) means recruiting partnerships are strong and internship placements are abundant. You'll also benefit from peer networks with students in computer science, engineering, and business—cross-disciplinary collaboration that employers value highly. The university's research output and graduate program prestige create measurable advantages in recruiting and career outcomes, especially for students targeting FAANG companies or research-focused roles.
Programs Offered
- Doctor of Philosophy in Data Analytics — 4-6 years, on-campus
- Doctor of Science in Data Analytics — 4-6 years, online
Research Labs and Institutes
- Michigan Institute for Data Science (MIDAS)
- Statistical Analysis and Inference Laboratory
Industry Partners
- Google (corporate)
- Amazon (corporate)
- Microsoft (corporate)
- Facebook (Meta) (corporate)
Notable Faculty
- Jing Lei — High-dimensional statistics and machine learning theory
- Ambuj Tewari — Statistical machine learning and online learning algorithms
Accreditations and Certifications
Location Advantages: Home to Amazon and Google engineering officesMajor tech hub with strong startup ecosystemConnected to Midwest automotive and financial services sectors
Michigan State University — East Lansing, MI
Key Distinction: Michigan State uniquely trains domain-specialized data scientists through integrated curricula in agriculture, engineering, and healthcare analytics, producing graduates with rare combinations of technical and contextual expertise.
Hakia Insight: Michigan State University's partnerships with Boehringer Ingelheim and Corteva Agriscience translate research into real-world experience — a key differentiator for hiring managers in Michigan.
At the doctoral level, michigan State's analytics programs, anchored in the College of Engineering and College of Agriculture and Natural Resources, emphasize domain-specific applications—you choose whether your analytics expertise serves agriculture, supply chain, healthcare, or manufacturing. This specialization approach means you're not just a generalist data analyst; you're equipped to speak the language of your chosen industry from day one. The curriculum integrates big data technologies (Spark, Hadoop, cloud platforms) with domain fundamentals, ensuring you can handle both the computational scale and the contextual complexity of real problems. MSU's BEACON Center and partnerships with industry leaders provide research opportunities and internship pathways. You'll find particularly strong offerings in agricultural data science—MSU's land-grant mission has created unique strengths in precision agriculture, genomics analytics, and sustainability data. The faculty balance academic rigor with practical experience, and you'll have access to high-performance computing clusters for your projects. Graduates move into specialized roles where domain expertise combined with analytics skills commands premium salaries. The East Lansing location anchors you in a growing tech ecosystem with expanding presence from major tech companies and a robust startup scene.
Programs Offered
- Doctor of Philosophy in Data Analytics — 4-6 years, on-campus
- Doctor of Science in Data Analytics — 4-6 years, online
Research Labs and Institutes
- BEACON Center for the Study of Evolution in Action
- High Performance Computing Center
Industry Partners
- Boehringer Ingelheim (corporate)
- Corteva Agriscience (corporate)
- Cargill (corporate)
Career Outcomes
Top Employers: Echo Global Logistics, Arthrex, UWM (United Wholesale Mortgage), Aldi, Clark Schaefer Hackett, Jackson Oakland County Government, Sachse Construction.
Notable Faculty
- Pang-Ning Tan — Data mining, machine learning, and sensor data analysis
Accreditations and Certifications
Location Advantages: Access to agricultural technology sector and agribusinessGrowing East Lansing tech ecosystemProximity to automotive and manufacturing hubsStrong biotech and pharmaceutical presence in region
Michigan Technological University — Houghton, MI
Key Distinction: Michigan Tech offers one of the only colleges dedicated solely to computing in Michigan and achieves the second-highest CPA pass rates nationally while maintaining 100% graduate placement rates in business programs.
Hakia Insight: Michigan Technological University's Robotics and Remote Sensing Lab (RRSL) creates a direct research-to-career pipeline with Ford, one of Michigan's top data analytics employers.
At the doctoral level, michigan Technological University's Data Analytics program is offered through multiple interdisciplinary pathways combining computer science, mathematics, business, and engineering. The flagship Data Science MS program is multidisciplinary and STEM-designated, positioning graduates to manage big data in high-demand fields. The program addresses the fact that less than five percent of available data is currently mined effectively. Students can specialize in areas including predictive modeling, data mining, information management, and analytics across industries from retail to finance to healthcare. The Accounting and Analytics MS provides a unique STEM-rooted business background with 100% graduate placement rates and the second-highest CPA pass rates nationally. Research opportunities span artificial intelligence, machine learning, bioinformatics, remote sensing, and environmental data analysis through dedicated labs like DataSENSE.
Programs Offered
- Doctor of Philosophy in Data Analytics — 4-6 years, on-campus
- Doctor of Science in Data Analytics — 4-6 years, online
Research Labs and Institutes
- KC Lab
- Robotics and Remote Sensing Lab (RRSL)
- Brown Lab
- Oommen Lab
- Wu Lab
Notable Faculty
- Dukka KC — Computational data science, bioinformatics, machine learning
- Ashraf Saleem — Robotics, remote sensing, AI data analysis
- Thomas Oommen — Remote sensing, machine learning for geo-hazards
Accreditations and Certifications
- globally accredited
- STEM-designated program
Location Advantages:
Western Michigan University — Kalamazoo, MI
Key Distinction: WMU's data analytics programs are distinguished by their interdisciplinary approach, combining statistics, computer science, and business perspectives, with the Graduate Certificate offering flexible standalone or integrated completion within MBA programs.
Hakia Insight: Western Michigan University's Optimization, Data, and Decision Science Lab creates a direct research-to-career pipeline with Ford, one of Michigan's top data analytics employers.
At the doctoral level, western Michigan University offers multiple data analytics pathways through different departments. The Master of Science in Data Science is an interdisciplinary 30-credit program jointly offered by the Statistics and Computer Science departments, focusing on Big Data architecture, statistical and data mining techniques, and complex data challenges. The Graduate Certificate in Business Analytics is a 12-credit standalone program providing hands-on experience in machine learning, data visualization, ETL processes, and business data management. Additionally, the M.S. in Finance offers a data analytics in finance concentration. The programs emphasize practical training with real-world projects, state-of-the-art analytics tools, and prepare graduates for leadership roles in today's analytics-driven business environment.
Programs Offered
- Doctor of Philosophy in Data Analytics — 4-6 years, on-campus
- Doctor of Science in Data Analytics — 4-6 years, online
Research Labs and Institutes
- Optimization, Data, and Decision Science Lab
Notable Faculty
- Dr. Ilgin Acar — Optimization, data science, and decision-making systems
Accreditations and Certifications
Location Advantages: Kalamazoo campusHyFlex learning options for graduate programs
Central Michigan University — Mount Pleasant, MI
Key Distinction: CMU's data analytics programs are distinguished by their SAS Institute partnership enabling professional certifications, top national ranking for SAP-focused graduate programs, and NSA/DHS recognition as a National Center of Academic Excellence in Cyber Defense Education.
Hakia Insight: Central Michigan University's partnerships with SAS Institute and InDIGO Health Partners translate research into real-world experience — a key differentiator for hiring managers in Michigan.
At the doctoral level, central Michigan University offers a comprehensive suite of data analytics programs spanning undergraduate and graduate levels, designed to meet the growing demand for data professionals. The programs include a Bachelor of Science in Data Science, Master of Science in Applied Statistics and Analytics, and specialized tracks in Business Data Analytics through MBA and Information Systems programs. The curriculum emphasizes hands-on experience with industry-standard tools including SAS, SAP, and advanced statistical software. Students benefit from partnerships with SAS Institute for professional certifications, semester-long research projects, and opportunities to present at national competitions. The programs combine strong foundational knowledge in statistics, programming, and data management with practical applications across various industries. Notable features include designation as a National Center of Academic Excellence in Cyber Defense Education and STEM designation for several graduate tracks.
Programs Offered
- Doctor of Philosophy in Data Analytics — 4-6 years, on-campus
- Doctor of Science in Data Analytics — 4-6 years, online
Research Labs and Institutes
- Statistical Consulting Center
Industry Partners
- SAS Institute (corporate)
- InDIGO Health Partners (corporate)
- Auto Owners Insurance (corporate)
- Hagerty Insurance (corporate)
- Delta Dental of Michigan (corporate)
Notable Faculty
- Jungsywan Sepanski — Statistics and Data Sciences
- Chin-I Cheng — Statistics and Data Sciences
- Kahadawala Cooray — Actuarial and Risk Analysis
- Mohamed Amezziane — Statistics
Admissions
GPA Requirement: 2.7. Application Deadline: Rolling admission, Priority deadline February 15 for scholarships.
Requirements: MTH 132, CPS 180, Introductory Statistics course
Accreditations and Certifications
- NSA CAE-CD (National Center of Academic Excellence in Cyber Defense Education)
- STEM designated programs
- SAS Base Programming Certification eligible
- SAS Predictive Modeler Professional Certification eligible
Location Advantages:
