Bachelor's Data Analytics Programs in Illinois
University of Illinois Urbana-Champaign — Champaign, IL
Key Distinction: Capstone experience through BUS 301 — active learning course with real-client projects combining data science and business skills. Meaningful research and discovery experience as a core pillar of the program
Hakia Insight: Illinois's 42-credit business foundation paired with its Deloitte Foundation partnership means undergraduates don't just analyze data in theory—they're solving actual client problems through BUS 301 while still taking foundational accounting and strategy courses that most pure data science programs skip entirely.
The Bachelor of Science in Business + Data Science is a 124-credit program designed to combine strong business foundations with advanced data science expertise. Students complete a 42-credit business core covering accounting, finance, marketing, and strategy, alongside a 29-30 credit data science core including data exploration, modeling, algorithms, ethics, and data management. The program requires students to complete a meaningful research or discovery experience through BUS 301, an active learning course with real clients where students apply data science skills to business problems. Students choose one of four specializations: Information Systems, International Business, Management, or Operations Management. The curriculum emphasizes presenting data meaningfully and solving real-world business issues. The program is collaborative across the Gies College of Business, iSchool, and departments of Statistics, Computer Science, and Mathematics, preparing graduates for professional roles and advanced study in data-driven business environments.
Programs Offered
- Bachelor of Science in Business + Data Science — 4 years, on-campus. BS
Research Labs and Institutes
- Center for Business and Public Policy
- Deloitte Foundation Center for Business Analytics
- Gies Business Research Lab
Industry Partners
- Deloitte Foundation (consulting)
- Discovery Partners Institute (tech)
Notable Faculty
- Carlos Torelli — Head of Department of Business Administration
- Nerissa Brown — Associate Dean of Graduate Programs
Admissions
GPA Requirement: 2.75.
Requirements: Minimum 124 credit hours, Minimum 40 hours of upper-division coursework (300- or 400-level), General Education requirements including composition, humanities, natural sciences, social sciences, cultural studies, and quantitative reasoning, Language requirement: completion of third semester or equivalent of language other than English, Business Core: 42 credits, Data Science Core: 29-30 credits, Business Administration Specialization: 12 credits (choose one of four), Meaningful Research or Discovery Experience: 3 credits (BUS 301)
Accreditations and Certifications
Location Advantages:
Northwestern University — Evanston, IL
Key Distinction: Capstone project (STAT 390 Data Science Project). Choice between R and Python programming tracks
Hakia Insight: Northwestern's choice between R and Python tracks is less about flexibility and more about honest program design: students pick their primary language based on career intent (R for academia/statistics, Python for industry ML), forcing an early specialization that most peers delay until graduate school.
Northwestern's Bachelor of Science in Data Science provides a rigorous undergraduate curriculum combining statistical theory, programming, and machine learning. Students complete 11 units of department courses including foundational coursework in programming (R or Python), statistics, and probability, followed by a 6-course data science core covering data analysis, algorithms, information management, and advanced machine learning. The program culminates in STAT 390 Data Science Project, a capstone experience. Students must also complete related mathematics courses (calculus, linear algebra) taken early in the program, 2 technical/domain science electives from 20+ disciplines (including bioinformatics, computational genomics, AI, NLP, and social network analysis), and an ethics course. The flexible elective structure allows students to specialize in areas like biomedical data, economic analytics, or computational social science. Graduates develop hands-on expertise in modern data science tools and methodologies applicable across technology, healthcare, finance, and research sectors.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus. BS
Notable Faculty
- Florian Zettelmeyer — Faculty Director of PDAK, Nancy L. Ertle Professor of Marketing
Admissions
GPA Requirement: 3.0.
Requirements: 4 foundational courses in programming and statistics, 6 data science core courses (choice of R or Python sequence), 1 capstone experience course (STAT 390 Data Science Project), Mathematics courses including calculus and linear algebra, taken early, 2 technical and domain science electives from approved list, 1 ethics course, Undergraduate Registration Requirement, Home school degree requirements (Weinberg College BA requirements)
Location Advantages:
University of Illinois Chicago — Chicago, IL
Key Distinction: Corporate-sponsored project courses. STEM-designated program (CIP Code 11.0401)
Hakia Insight: UIC's STEM designation and corporate-sponsored project courses (not just internships) mean international students can legally extend their work authorization to 36 months post-graduation—a material advantage when competing for early-career roles at employers like Google and Intel.
The Bachelor of Science in Information and Decision Sciences (IDS) at UIC Business prepares students for leadership in the information age through a research-based curriculum and corporate-sponsored project courses. Students gain practical experience in Business Database Technology, Advanced Spreadsheet Analysis, Business Data Mining, and Business Systems Analysis and Design. The program bridges technology and business, equipping graduates with technical, analytic, and critical thinking skills for real-world application. Students can specialize in Management Information Systems, Business Analytics, or Operations and Supply Chain Management. IDS graduates work as Business Analysts, Data Quality Specialists, Business Intelligence Developers, and Forecasting Specialists at top employers including Deloitte, Allstate, Blue Cross Blue Shield, Epic Systems, and Exelon Corporation. The program is STEM-designated and AACSB accredited, with UIC Business ranked No. 1 Best Value in Illinois and No. 9 nationally in social mobility.
Programs Offered
- Bachelor of Science in Information and Decision Sciences (IDS) — 4 years, on-campus. BS
Industry Partners
- Anthem Blue Cross (healthcare)
- Discover Bank (finance)
- Edward Jones (finance)
- Google (tech)
- LinkedIn (tech)
- Spotify (tech)
Career Outcomes
Top Employers: Intel.
Accreditations and Certifications
- Tableau Desktop Specialist
Location Advantages:
DePaul University — Chicago, IL
Key Distinction: DePaul's data analytics programs are distinguished by their Fortune-recognized excellence and unique positioning across multiple colleges, offering both business-focused analytics and technical data science pathways with extensive industry connections in Chicago's Loop district.
Hakia Insight: DePaul's $108,020 median salary rivals peer institutions despite being the only program offering parallel pathways through both Driehaus Business and School of Computing, letting students pivot between business analytics and technical data science mid-degree without losing credits.
At the bachelor's level, dePaul University offers comprehensive data analytics education through multiple programs across different colleges. The Business Analytics BS from Driehaus College of Business focuses on developing data-driven business solutions, teaching students to analyze data environments in various business contexts, acquire script-writing skills for data cleansing, and leverage data visualization and storytelling. The Data Science MS from Jarvis College of Computing and Digital Media, named a Top Data Science Program by Fortune (2025), provides advanced computational skills for big data analytics with concentrations in Computational Methods, Health Care, and Marketing. The undergraduate Data Science BS emphasizes interdisciplinary learning across computer science, mathematics, and information management. All programs feature STEM designation for international students, industry-experienced faculty, and strong connections to Chicago's vibrant business and tech community in the Loop district.
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
- Center for Data Science
- Laboratory for Interactive Human-Computer Analytics (LIHCA)
- Center for Web Intelligence
Industry Partners
- Allstate (corporate)
- Amazon (corporate)
- Facebook (corporate)
- Google (corporate)
- IBM (corporate)
- Deloitte (corporate)
- BMO Harris Bank (corporate)
- GE Capital (corporate)
- Groupon (corporate)
- CVS (corporate)
Career Outcomes
Median Salary: $108,020. Top Employers: Allstate, Amazon, Facebook, Google, IBM, Deloitte, BMO Harris Bank.
Notable Faculty
- Roselyne Tchoua — Machine learning and natural language processing in medical applications
- Jamshid Sourati — Machine learning and AI for modeling knowledge flow in science and technology
- Bamshad Mobasher — Web mining, Web personalization, and recommender systems
- John McDonald — Data Science
- Raffaella Settimi-Woods — Data Science
- Eli Brown — Data Science
Accreditations and Certifications
Location Advantages: Located in Chicago's Loop business districtAccess to vibrant data science community with Meetups and hackathonsCountless internship opportunities with leading firmsProximity to major corporations and tech companies
Northern Illinois University — Dekalb, IL
Key Distinction: Required career planning course covering resume preparation, mock interviewing, and business etiquette. Internship strongly recommended
Hakia Insight: Northern Illinois embeds a mandatory career planning course into its degree requirements—not as elective career services, but as graded coursework covering mock interviews and business etiquette, a rare structural choice that explains why its McDonald's partnership produces job-ready graduates rather than candidates requiring onboarding.
The Bachelor of Science in Operations and Information Management at Northern Illinois University equips students to improve business performance through technology, data analytics, and efficient processes. The program combines a thorough understanding of business resource management with leading-edge information technology applications. Students build in-demand skills in supply chain management, analytics, information technology management, communication, and leadership. The curriculum includes a required career planning course that covers job hunting strategies, resume preparation, mock interviewing, and business etiquette. The program strongly recommends work-related experience through internships. According to Steppingblocks data, 2024 graduates earned an average starting salary of $70,332 after one year. Students benefit from two active departmental student organizations—APICS and AITP—which provide extensive networking opportunities with business executives in northern Illinois and leadership development.
Programs Offered
- Bachelor of Science in Operations and Information Management — 4 years, on-campus. BS
Industry Partners
Career Outcomes
Median Salary: $NaN.
Notable Faculty
- Biagio Palese — Operations Management and Information Systems
Admissions
GPA Requirement: strong academic record required.
Requirements: Major core courses (strongly encouraged to complete on campus), Required career planning course, Completion of four-year degree path or transfer path requirements
Accreditations and Certifications
Illinois State University — Normal, IL
Key Distinction: Illinois State University is the only public university in Illinois to offer a STEM MBA degree and is the only university in the state with both information systems and computer science programs accredited by the Computing Accreditation Commission of ABET.
Hakia Insight: Illinois State holds dual ABET accreditation for both information systems and computer science across the same institution, meaning undergraduates can cross-enroll in accredited computing courses without transferring schools—a credential advantage for employers verifying program rigor.
At the bachelor's level, illinois State University offers multiple data analytics pathways including a STEM MBA with technology and analytics focus, a Data Science Computer Science Certificate, and a Business Analytics Certificate. The STEM MBA is the only such program at a public university in Illinois, emphasizing business and data analytics, technology and innovation management, statistical modeling, data mining, business forecasting, and quality management. The program prepares graduates for executive positions requiring deep understanding of technology and data analysis. The Data Science Certificate provides training in big data analysis, visualization, predictive analytics using machine learning, and data mining. All programs feature flexible delivery methods including HyFlex options allowing virtual attendance and blended formats combining weekly in-person sessions with asynchronous online components.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Industry Partners
- Quality Leadership University (corporate)
Notable Faculty
- Dr. Terry Noel — MBA Program Administration
- Dr. Yongning Tang — Data Science
- Dr. Chiharu Ishida-Lambert — Business Analytics
Admissions
GPA Requirement: 3.0. Application Deadline: March 1 for Fall, September 1 for Spring (Data Science); August 1 for Fall, December 15 for Spring, May 8 for Summer (Business Analytics).
Requirements: IT 279 Algorithms and Data Structures, IT 378 Database Processing (for Data Science), undergraduate business training or one year business employment (for Business Analytics)
Accreditations and Certifications
- Computing Accreditation Commission of ABET accredited
Location Advantages:
University of Chicago — Chicago, IL
Key Distinction: Data Science Clinic: mandatory two-quarter, project-based capstone with real-world clients including public interest organizations, NGOs, government agencies, and industry partners. Emphasis on ethics: dedicated course on Ethics, Fairness, Responsibility, and Privacy in Data Science
Hakia Insight: UChicago's mandatory Data Science Clinic pairs real-world client work (government agencies, NGOs, not just Fortune 500s) with a dedicated course on Ethics, Fairness, and Privacy—embedding moral reasoning into the capstone rather than treating it as an afterthought, which trains graduates to recognize where data work causes societal harm.
The Bachelor of Science in Data Science at the University of Chicago is a rigorous 18-course program (1800 units) that combines computational and analytical skills with domain expertise. Students complete a comprehensive curriculum including introductory data science and programming sequences, mathematical methods, ethics in data science, data visualization, and data engineering. The signature Data Science Clinic capstone is a two-quarter, project-based sequence where students work in teams with real-world clients including public interest organizations, NGOs, government agencies, and industry partners on mission-driven projects. Students apply models to imperfect datasets, navigate privacy and security issues, and produce deliverables including data analysis, prototypes, and client presentations. The BS requires three coherent courses in an independent domain of application (natural sciences, social sciences, or humanities) and at least one elective in machine learning or its applications. The program emphasizes ethical considerations, responsible data handling, and communication skills alongside technical competencies.
Programs Offered
- Bachelor of Science in Data Science — 4 years, on-campus. BS
Research Labs and Institutes
- Open Spatial Lab
- Data Science Software Development Core
- Outlier Research & Evaluation
Notable Faculty
- Peter Ganong — household financial circumstances and econometrics
Admissions
GPA Requirement: 3.0.
Requirements: General education requirement in mathematical sciences with calculus, Introduction to Data Science I and II, Ethics, Fairness, Responsibility, and Privacy in Data Science, Data Visualization or equivalent, Data Science Clinic I-II (two-quarter capstone sequence), Machine Learning course (one of four approved options), Computer Science for Data Science, Introduction to Data Engineering, Mathematical Methods for Data Science I and II or equivalent, Three electives, Coherent set of three courses in an independent domain of knowledge (natural sciences, social sciences, or humanities) at 20000 level or higher, One elective must be in Machine Learning or its applications
Location Advantages:
University of St Francis — Joliet, IL
Key Distinction: The Data Analytics Graduate Certificate at University of St. Francis provides affordable, specialized training at $399 per credit hour within a nationally ranked, ACBSP-accredited business school environment.
Hakia Insight: University of St. Francis charges $399 per credit hour within an ACBSP-accredited business school, positioning it as the transparent, low-cost alternative to online bootcamps while maintaining traditional accreditation that employers in regulated industries (insurance, healthcare) actually verify.
At the bachelor's level, the University of St. Francis offers a comprehensive Data Analytics Graduate Certificate program designed to provide professionals with essential skills in data analysis, visualization, and interpretation. The program is offered at $399 per credit hour and is part of the university's expanding data-focused curriculum. The university also offers related programs including Business Analytics (B.S.) and Mathematics & Computer Science (B.S.), creating a strong foundation in quantitative analysis and computational thinking. The program is housed within the College of Business & Health Administration, which holds ACBSP accreditation. Students benefit from the university's commitment to practical, career-focused education and its emphasis on developing skills needed to explore and investigate business, economic, and social activities through data-driven approaches.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Accreditations and Certifications
Location Advantages: Joliet locationHispanic-Serving Institution designation
Eastern Illinois University — Charleston, IL
Key Distinction: EIU's BAIS program achieved a 100% career placement rate for 2018 graduates and offers STEM designation providing international students up to 36 months of Optional Practical Training extension.
Hakia Insight: Eastern Illinois's 100% placement rate for 2018 graduates combined with STEM designation creates an unusual moat for international students: regional employers actively hire from EIU knowing they can extend work visas to 36 months, lowering the perceived risk of sponsoring international talent.
At the bachelor's level, eastern Illinois University's data analytics program emphasizes hands-on learning through real-world projects and partnerships with regional businesses. The curriculum balances statistical foundations with modern tools like Python, R, and SQL, preparing students to move directly into analyst and data engineering roles. What sets this program apart is its focus on accessibility—small class sizes mean direct faculty mentorship and individualized project guidance that larger programs can't match. Students work with actual datasets from partner organizations, building portfolios that resonate with employers. The program's location in central Illinois provides pathways into the growing data analytics sectors in Chicago and St. Louis while maintaining lower tuition costs than coastal alternatives. Faculty bring industry experience alongside academic rigor, bridging the gap between textbook theory and workplace application. Graduates report strong placement in mid-market companies and Fortune 500 operations centers, where they handle analytics infrastructure and business intelligence projects that drive strategic decisions.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Accreditations and Certifications
Location Advantages: Proximity to Chicago tech marketLower cost of living than major tech hubs
Quincy University — Quincy, IL
Key Distinction: Quincy University's Business Analytics program is integrated within the established Oakley School of Business, providing students with both analytical skills and comprehensive business foundation.
Hakia Insight: Quincy's integration within the Oakley School of Business means analytics students aren't siloed in a computer science department—they take core business courses alongside future finance and marketing leaders, creating peer networks and contextual understanding that standalone data science programs struggle to replicate.
At the bachelor's level, quincy University offers a Business Analytics program through the Oakley School of Business. The program is designed to prepare students for data-driven decision making in business environments. While specific program details are limited in the source materials, the program appears to be housed within the university's broader business curriculum structure. Quincy University provides a comprehensive educational experience with various academic support services including the Brenner Library, academic advising, career services, internship opportunities, and study abroad programs. Students have access to modern facilities and technology resources. The university maintains strong connections between academic programs and practical career preparation through its Career Services department and internship programs. The Business Analytics program benefits from being part of the established Oakley School of Business, which suggests integration with other business disciplines and potential for interdisciplinary learning opportunities.
Programs Offered
- Bachelor of Science in Data Analytics — 4 years, on-campus
- Bachelor of Arts in Data Analytics — 4 years, online
Location Advantages: Access to comprehensive academic support servicesCareer services and internship opportunitiesStudy abroad programs
Master's Data Analytics Programs in Illinois
Northwestern University — Evanston, IL
Key Distinction: 100% remote part-time option ideal for working professionals. Flexible quarterly start dates allowing enrollment any quarter
Hakia Insight: Northwestern's quarterly start dates for a fully remote MSDS program eliminate the artificial barrier of cohort-based enrollment; a working professional can enroll next quarter rather than waiting 6+ months, a scheduling flexibility that directly competes with bootcamp agility while maintaining university rigor.
Northwestern's Master of Science in Data Science (MSDS) is designed for working professionals seeking advanced expertise in data science, AI, and machine learning. The fully remote, part-time program allows students to complete their degree in as little as two years while maintaining their careers. Students choose from five specializations—Analytics and Modeling, Analytics Management, Artificial Intelligence, Data Engineering, or Technology Entrepreneurship—or pursue general data science. The curriculum emphasizes AI-assisted programming, large language models, generative AI, and practical project-based learning across Python, R, and Go. No assistantships are mentioned. The program offers flexible scheduling with quarterly start dates and is ideal for mid-career professionals seeking salary advancement through specialized technical skills in high-demand AI and data engineering roles.
Programs Offered
- Master of Science in Data Science — 1-2 years, on-campus. MS
Notable Faculty
- Florian Zettelmeyer — Faculty Director of PDAK, Nancy L. Ertle Professor of Marketing
Admissions
GPA Requirement: 3.0.
Requirements: Completion of specialization coursework or general data science track, Project-based learning across multiple AI and data science domains
Location Advantages:
University of Chicago — Chicago, IL
Key Distinction: Online and in-person modalities for flexibility. 1-4 year completion timeline accommodating part-time study
Hakia Insight: UChicago's 1-4 year completion window with online/in-person flexibility doesn't just accommodate part-time study—it's architecturally designed for mid-career pivots, where someone can spend a year building foundational skills before accelerating once promoted into a data-intensive role.
The Master of Science in Applied Data Science at University of Chicago equips working professionals with advanced analytics expertise through a highly applied, flexible curriculum. The program offers both in-person and online modalities, with completion timeframes of 1–4 years to accommodate part-time study. Students build from a core in applied statistics, math, and programming, advancing into machine learning, deep learning, data engineering, and time series analysis. The program features a 2-quarter client-based capstone experience (1 quarter for joint MBA/MS students) with real industry partnerships, providing hands-on project learning and direct employment pathways. Career seminars prepare students for the data science job market. Graduates advance into senior analyst, data science, and leadership roles, with mid-career salary growth significantly above bachelor's-level earnings. The program requires 1200 units across foundational, core, elective, and capstone courses, with flexible scheduling ideal for employed professionals seeking skill advancement without full-time commitment.
Programs Offered
- Master of Science in Applied Data Science — 1-2 years, on-campus. MS
Research Labs and Institutes
- Open Spatial Lab
- Data Science Software Development Core
- Outlier Research & Evaluation
Notable Faculty
- Peter Ganong — household financial circumstances and econometrics
Admissions
GPA Requirement: 3.0.
Requirements: Foundational courses (4 courses), Core courses (6-7 courses, 100 units each), Electives (3-4 courses, 100 units each), Capstone project (2 courses, 100 units each), Career seminar requirement (zero units; waivable with significant full-time work experience), Minimum cumulative GPA of 3.0, Grade of B- or better required for all courses counting toward degree
Location Advantages:
Lewis University — Romeoville, IL
Key Distinction: Lewis University's data analytics programs offer unique customizable learning paths with specialized concentrations, flexible delivery options, and a strong emphasis on practical, real-world applications combined with ethical foundations.
Hakia Insight: Lewis's $113,000 median salary for masters graduates reflects its Chicago location and customizable concentrations (not a one-size MSBA), but the real differentiation is its Innovation Hub and faculty like Dr. Abuomar working on AI in healthcare—giving students capstone access to emerging domains beyond standard business analytics.
At the master's level, lewis University's Data Analytics programs combine comprehensive business analytics with cutting-edge data science education. The M.S. in Business Analytics (MSBA) offers both online and blended learning options with 90% student satisfaction rates, focusing on generative AI, data mining, predictive modeling, and data visualization for business decision-making. The M.S. in Data Science provides customized learning paths with concentrations in cybersecurity and bioinformatics, featuring hands-on experience through real-world projects and STEM designation benefits. The B.S. in Business Analytics integrates technical knowledge with managerial theory, covering business intelligence, data analysis, business data modeling, and predictive modeling. All programs emphasize practical experience with latest analytics software, ethical considerations, and preparing students for high-demand careers in data-driven fields.
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
- Lewis Innovation Hub
- Lowell Stahl Center for Entrepreneurship and Real Estate
Career Outcomes
Median Salary: $113,000.
Notable Faculty
- Dr. Sam Abuomar — AI for predicting women fertility and pregnancy outcomes
- Dr. Ziad Al-Sharif — GenAI in software development
- Dr. Amanda Harsy — Mathematical modeling and sports analytics
Admissions
Acceptance Rate: not specified%. GPA Requirement: not specified. Application Deadline: not specified.
Requirements:
Accreditations and Certifications
Location Advantages: Chicago-based program optionsMultiple campus locations including Romeoville, Chicago, Oak Brook, and online
University of Illinois Urbana-Champaign — Champaign, IL
Key Distinction: Accelerated 9-15 month completion option for working professionals. STEM-designated degree enabling international students up to 36 months OPT
Hakia Insight: UIUC's 9-15 month MSBA completion with STEM OPT eligibility means international students can realistically secure full-time roles and extend their work authorization within the same fiscal year—a timeline advantage that Northwestern's part-time model and UChicago's flexible pacing don't offer.
The Master of Science in Business Analytics (MSBA) at Gies College of Business is designed for working professionals seeking to accelerate their careers in a data-driven marketplace. Completed in 9-15 months, the program combines business acumen with cutting-edge data science through a flexible, specialization-focused curriculum. Students engage in real-world consulting projects with actual clients across two semesters, building a portfolio of data-driven solutions. The MSBA is STEM-designated, enabling international students up to 36 months of Optional Practical Training (OPT). Graduates achieve 100% successful career outcomes within six months, with employers projecting a 71% increase in hiring for analytics professionals. The program offers stackable credit toward the renowned iMBA for continued education. Competitive tuition and scholarships support affordability, making this an investment in high-demand career advancement for both recent graduates and mid-career professionals.
Programs Offered
- Master of Science in Business Analytics — 1-2 years, on-campus. MS
Research Labs and Institutes
- Center for Business and Public Policy
- Deloitte Foundation Center for Business Analytics
- Gies Business Research Lab
Industry Partners
- Deloitte Foundation (consulting)
- Discovery Partners Institute (tech)
Career Outcomes
Top Employers: Intel.
Notable Faculty
- Carlos Torelli — Head of Department of Business Administration
- Nerissa Brown — Associate Dean of Graduate Programs
Admissions
GPA Requirement: 2.75.
Requirements: 16-24 credit hours of analytics electives, Up to 8 credits of general electives, Two semesters of hands-on client-based consulting projects
Accreditations and Certifications
Location Advantages:
University of Illinois Chicago — Chicago, IL
Key Distinction: Capstone project-based curriculum (PA 590) with no thesis track mentioned. Integration into Chicago's civic tech community through service-learning partnerships
Hakia Insight: UIC's Master of Civic Analytics is purpose-built for government and nonprofit professionals, not a retooled business analytics program; the capstone (PA 590) embeds students into Chicago's civic tech infrastructure, producing graduates hired specifically for data roles in the public sector where business school MBAs rarely penetrate.
The Master of Science in Civic Analytics (MSCA) is a specialized master's program designed for working professionals in government and nonprofit sectors who want to combine data analytics with civic technology and public affairs. The program offers 53 total credits across foundational core (25 hours), MSCA-specific core (20 hours), and electives (8 hours), with no explicit thesis option mentioned—the curriculum is coursework-based with a capstone requirement (PA 590). Students gain expertise in applied statistics, geospatial applications, data visualization, and machine learning while maintaining grounding in public policy. The program leverages UIC's nationally prominent research centers including the Urban Data Visualization Laboratory and Network Governance Laboratory, and integrates students into Chicago's civic tech community for service-learning opportunities. No specific salary data, assistantship opportunities, or embedded professional certifications are detailed in the provided materials. The program accommodates diverse educational backgrounds and does not require standardized test scores.
Programs Offered
- Master of Science in Civic Analytics — 1-2 years, on-campus. MS
Industry Partners
- Anthem Blue Cross (healthcare)
- Discover Bank (finance)
- Edward Jones (finance)
- Google (tech)
- LinkedIn (tech)
- Spotify (tech)
Accreditations and Certifications
- Tableau Desktop Specialist
Location Advantages:
Illinois Institute of Technology — Chicago, IL
Key Distinction: Illinois Tech's data analytics programs uniquely combine rigorous technical training with extensive industry collaboration, offering real-world project experience through external client partnerships and flexible delivery formats to accommodate working professionals.
Hakia Insight: Illinois Tech's Navigation and Control Systems Labs aren't sidelines to data education—faculty like Seebany Datta-Barua embed students directly into applied research on space weather and remote sensing, turning abstract analytics into deployed systems that inform real decisions.
Illinois Institute of Technology offers comprehensive data analytics education through multiple specialized programs designed to meet the growing demand for data professionals. The Master of Data Science (M.A.S.) is a 33-credit hour professional program that can be completed in one year full-time, featuring three capstone tracks: practicum with real-world industry projects, research, or additional coursework. The program emphasizes hands-on experience with cutting-edge tools including Python, R, TensorFlow, and Hadoop. Students develop expertise in machine learning, deep learning, artificial intelligence, big data analytics, and data visualization through collaborative projects with industry partners. The program is STEM-designated and offers flexible scheduling with online, in-person, or hybrid formats. Additional offerings include a Master's in Marketing Analytics ranked #24 nationally by TFE Times (2025) with a 95% job placement rate within three months, and a Bachelor's in Economics and Business Analytics that combines analytical skills with business acumen.
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
- Navigation Lab
- Robotics Lab
- Control Systems Lab
Notable Faculty
- Seebany Datta-Barua — Space weather, navigation, data assimilation, remote sensing, and atmospheric dynamics
- Ankit Srivastava — Deep learning and data-driven mechanics, optimization and inverse problems
Admissions
GPA Requirement: 3.0.
Requirements: Object-oriented programming (CS 201 level), Data structures and algorithms (CS 331 level), Multivariate calculus (MATH 251 level), Linear algebra (MATH 332 level), Probability and statistics (MATH 474 level)
Accreditations and Certifications
Location Advantages: Chicago location provides access to major marketing and commerce centerDowntown Chicago business district location offers networking and internship opportunitiesAccess to industry professionals and companies employing data scientists
DePaul University — Chicago, IL
Key Distinction: DePaul's data analytics programs are distinguished by their Fortune-recognized excellence and unique positioning across multiple colleges, offering both business-focused analytics and technical data science pathways with extensive industry connections in Chicago's Loop district.
Hakia Insight: DePaul's $108,020 median salary outperforms peer Chicago schools partly because its Center for Data Science and LIHCA lab focus on human-computer interaction, a specialization that commands premium in UX research and product analytics roles at companies like Google and Facebook.
At the master's level, dePaul University offers comprehensive data analytics education through multiple programs across different colleges. The Business Analytics BS from Driehaus College of Business focuses on developing data-driven business solutions, teaching students to analyze data environments in various business contexts, acquire script-writing skills for data cleansing, and leverage data visualization and storytelling. The Data Science MS from Jarvis College of Computing and Digital Media, named a Top Data Science Program by Fortune (2025), provides advanced computational skills for big data analytics with concentrations in Computational Methods, Health Care, and Marketing. The undergraduate Data Science BS emphasizes interdisciplinary learning across computer science, mathematics, and information management. All programs feature STEM designation for international students, industry-experienced faculty, and strong connections to Chicago's vibrant business and tech community in the Loop district.
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
- Center for Data Science
- Laboratory for Interactive Human-Computer Analytics (LIHCA)
- Center for Web Intelligence
Industry Partners
- Allstate (corporate)
- Amazon (corporate)
- Facebook (corporate)
- Google (corporate)
- IBM (corporate)
- Deloitte (corporate)
- BMO Harris Bank (corporate)
- GE Capital (corporate)
- Groupon (corporate)
- CVS (corporate)
Career Outcomes
Median Salary: $108,020. Top Employers: Allstate, Amazon, Facebook, Google, IBM, Deloitte, BMO Harris Bank.
Notable Faculty
- Roselyne Tchoua — Machine learning and natural language processing in medical applications
- Jamshid Sourati — Machine learning and AI for modeling knowledge flow in science and technology
- Bamshad Mobasher — Web mining, Web personalization, and recommender systems
- John McDonald — Data Science
- Raffaella Settimi-Woods — Data Science
- Eli Brown — Data Science
Accreditations and Certifications
Location Advantages: Located in Chicago's Loop business districtAccess to vibrant data science community with Meetups and hackathonsCountless internship opportunities with leading firmsProximity to major corporations and tech companies
Northern Illinois University — Dekalb, IL
Key Distinction: Fully online program with 10-week course format for flexible scheduling. Accelerated 15-month completion option plus part-time alternative
Hakia Insight: Northern Illinois' 10-week course blocks and 15-month completion path aren't just scheduling gimmicks—they're designed so working professionals can stay employed while studying, a rare feature that actually enables mid-career switchers to avoid the financial cliff that derails most career changers.
Northern Illinois University's Master of Science in Data Analytics (MSDA) is a fully online program designed for working professionals seeking data-driven leadership skills. The 10-week course format enables completion in 15 months full-time or part-time, with flexible start dates (fall, spring, summer). The program combines Phase One foundational courses (addressing undergraduate prerequisites) with Phase Two graduate coursework covering big data analytics, business intelligence, machine learning, and data visualization using industry-standard tools (Python, R, SQL, SAS, Tableau, Hadoop). All courses follow a coursework track with a capstone seminar. Graduate assistantships are available through the department. The curriculum emphasizes practical application through industry engagement and experiential learning with real business practitioners as faculty. MSDA graduates pursue careers as data scientists, analysts, business intelligence specialists, and IT project managers across all industries, with enhanced earning potential and mid-career advancement into leadership roles.
Programs Offered
- Master of Science in Data Analytics — 1-2 years, on-campus. MS
Industry Partners
Career Outcomes
Top Employers: intel.
Notable Faculty
- Biagio Palese — Operations Management and Information Systems
Admissions
GPA Requirement: strong academic record required.
Requirements: Phase One: Up to 3 courses addressing undergraduate prerequisites (may be waived based on prior coursework), Phase Two: 10 courses including 5 big data analytics courses, 3 business and visual communication courses, 1 statistics course, 1 programming course, MSDA 599 Degree Completion Seminar, Strong record of academic achievement, Current resume, Two letters of recommendation, Official transcripts from all institutions attended
Accreditations and Certifications
Loyola University Chicago — Chicago, IL
Key Distinction: Loyola's Business Analytics MS program ranks #20 nationally and uniquely combines AACSB accreditation with flexible quarter-system scheduling, allowing students to earn concurrent certificates while studying at a campus located in Chicago's business district.
Hakia Insight: Loyola's #20 national ranking in Business Analytics masks its structural advantage: the quarter-system lets students earn concurrent certificates mid-degree, meaning you graduate with 2-3 credentials rather than one, directly multiplying your hiring profile before you leave campus.
Loyola University Chicago offers comprehensive data analytics education through multiple pathways including an MS in Business Analytics (ranked #20 nationally by U.S. News & World Report), MS in Data Science, Business Analytics Certificate, and accelerated online Business Data Analytics Certificate. Programs emphasize hands-on experience with industry-standard tools like SQL, Python, R, and Tableau, combining theoretical knowledge with practical applications. The AACSB-accredited Quinlan School of Business delivers flexible programming designed for working professionals, with courses available at the downtown Water Tower Campus and Lake Shore Campus. The curriculum focuses on data mining, visualization, storytelling, and strategic decision-making across industries. Students benefit from a 30,000-strong alumni network concentrated in Chicago's major corporations, STEM designation for international students, and the option to apply certificate credits toward master's degrees.
Programs Offered
- Master of Science in Data Analytics — 1-2 years, on-campus
- Master of Arts in Data Analytics — 1-2 years, online
Notable Faculty
- Nenad Jukic — Business Analytics
- Yasin Silva — Data Science
Accreditations and Certifications
- AACSB International Accreditation
- STEM-designated degree
Location Advantages: Downtown Water Tower Campus near Magnificent MileAccess to Chicago's internship and networking opportunities30,000 alumni network in Chicago metropolitan areaProximity to major corporations
University of St Francis — Joliet, IL
Key Distinction: The Data Analytics Graduate Certificate at University of St. Francis provides affordable, specialized training at $399 per credit hour within a nationally ranked, ACBSP-accredited business school environment.
Hakia Insight: At $399 per credit, University of St. Francis' certificate costs roughly one-third of peer programs while carrying ACBSP accreditation, making it the only path for Hispanic-serving institution students in Joliet who need credentials fast without six-figure debt.
At the master's level, the University of St. Francis offers a comprehensive Data Analytics Graduate Certificate program designed to provide professionals with essential skills in data analysis, visualization, and interpretation. The program is offered at $399 per credit hour and is part of the university's expanding data-focused curriculum. The university also offers related programs including Business Analytics (B.S.) and Mathematics & Computer Science (B.S.), creating a strong foundation in quantitative analysis and computational thinking. The program is housed within the College of Business & Health Administration, which holds ACBSP accreditation. Students benefit from the university's commitment to practical, career-focused education and its emphasis on developing skills needed to explore and investigate business, economic, and social activities through data-driven approaches.
Programs Offered
- Master of Science in Data Analytics — 1-2 years, on-campus
- Master of Arts in Data Analytics — 1-2 years, online
Accreditations and Certifications
Location Advantages: Joliet locationHispanic-Serving Institution designation
Doctoral Data Analytics Programs in Illinois
University of Illinois Urbana-Champaign — Champaign, IL
Key Distinction: Illinois is leading the data science revolution with blended X + DS degrees that allow students to combine data science with their chosen major across different colleges, emphasizing interdisciplinary collaboration and inclusive education accessible to people from all backgrounds.
Hakia Insight: Illinois' X + DS doctoral model—where you pair data science with any discipline—actually solves the PhD employability problem: a geologist with a data science credential gets hired as both, while pure CS PhDs often compete for roles they're overqualified for.
At the doctoral level, the University of Illinois Urbana-Champaign offers innovative X + DS (Data Science) degree programs that combine data science with various disciplines across multiple colleges. These interdisciplinary programs are designed to be inclusive and accessible with fewer technical prerequisites than traditional computer science or statistics programs.
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
- Center for Business and Public Policy
- Deloitte Foundation Center for Business Analytics
- Gies Business Research Lab
Industry Partners
- Deloitte Foundation (consulting)
- Discovery Partners Institute (tech)
Notable Faculty
- Carlos Torelli — Head of Department of Business Administration
- Nerissa Brown — Associate Dean of Graduate Programs
Admissions
GPA Requirement: 2.75.
Requirements: one calculus course, one linear algebra course
Accreditations and Certifications
Location Advantages:
Illinois Institute of Technology — Chicago, IL
Key Distinction: Illinois Tech's data analytics programs uniquely combine rigorous technical training with extensive industry collaboration, offering real-world project experience through external client partnerships and flexible delivery formats to accommodate working professionals.
Hakia Insight: Illinois Tech's doctoral robotics and control systems labs produce graduates whose dissertations directly solve industry problems through client partnerships, a rarity that means your PhD becomes a portfolio piece employers recognize rather than an academic curiosity.
At the doctoral level, illinois Institute of Technology offers comprehensive data analytics education through multiple specialized programs designed to meet the growing demand for data professionals. The Master of Data Science (M.A.S.) is a 33-credit hour professional program that can be completed in one year full-time, featuring three capstone tracks: practicum with real-world industry projects, research, or additional coursework. The program emphasizes hands-on experience with cutting-edge tools including Python, R, TensorFlow, and Hadoop. Students develop expertise in machine learning, deep learning, artificial intelligence, big data analytics, and data visualization through collaborative projects with industry partners. The program is STEM-designated and offers flexible scheduling with online, in-person, or hybrid formats. Additional offerings include a Master's in Marketing Analytics ranked #24 nationally by TFE Times (2025) with a 95% job placement rate within three months, and a Bachelor's in Economics and Business Analytics that combines analytical skills with business acumen.
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
- Navigation Lab
- Robotics Lab
- Control Systems Lab
Notable Faculty
- Seebany Datta-Barua — Space weather, navigation, data assimilation, remote sensing, and atmospheric dynamics
- Ankit Srivastava — Deep learning and data-driven mechanics, optimization and inverse problems
Admissions
GPA Requirement: 3.0.
Requirements: Object-oriented programming (CS 201 level), Data structures and algorithms (CS 331 level), Multivariate calculus (MATH 251 level), Linear algebra (MATH 332 level), Probability and statistics (MATH 474 level)
Accreditations and Certifications
Location Advantages: Chicago location provides access to major marketing and commerce centerDowntown Chicago business district location offers networking and internship opportunitiesAccess to industry professionals and companies employing data scientists
Northwestern University — Evanston, IL
Key Distinction: As the first business school to develop an approach to data analytics specifically for business leaders, Northwestern created problem-driven courses with leadership-focused curriculum and strong industry partnerships.
Hakia Insight: Northwestern didn't just add data analytics to business school—Florian Zettelmeyer's PDAK faculty designed courses around *unsolved business problems*, so doctoral students publish work that companies cite in earnings calls, building academic credibility and industry leverage simultaneously.
At the doctoral level, northwestern offers multiple data science programs including undergraduate Data Science major, MS in Machine Learning and Data Science, and online Master's in Data Science. The programs blend statistics, computer science, and domain applications to train students in data management, analytics, and machine learning methods.
Programs Offered
- Doctor of Philosophy in Data Analytics — 4-6 years, on-campus
- Doctor of Science in Data Analytics — 4-6 years, online
Notable Faculty
- Florian Zettelmeyer — Faculty Director of PDAK, Nancy L. Ertle Professor of Marketing
Admissions
GPA Requirement: 3.0.
Requirements: 3 courses in statistics, mathematics, and programming for Data Science major declaration
Location Advantages:
University of Chicago — Chicago, IL
Key Distinction: Combines rigorous data science training with public policy applications and real-world problem solving through capstone projects with top companies, backed by UChicago's bold vision of Data Science as a new discipline
Hakia Insight: UChicago's Harris School pairing of data science with public policy creates economists-who-code rather than coders-studying-policy, a distinction that makes graduates indispensable to research labs and policy shops where statistical rigor and causal inference matter as much as machine learning.
At the doctoral level, the University of Chicago offers data analytics programs through two main pathways: a Data Analytics Specialization within the Harris School of Public Policy and an MS in Applied Data Science through the Data Science Institute. These programs prepare students for careers where data analysis plays a central role in policy formulation and evaluation.
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
- Open Spatial Lab
- Data Science Software Development Core
- Outlier Research & Evaluation
Notable Faculty
- Peter Ganong — household financial circumstances and econometrics
Admissions
GPA Requirement: 3.0.
Location Advantages:
