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Key Takeaways
Best machine learning degree programs: U of Connecticut, Wesleyan, Connecticut College
Ranked by graduation rates, program outcomes, and institutional quality
Tuition ranges from $4,392 to $66,716/year
Connecticut State Communi... offers the most affordable option at $4,392/yr
Machine Learning degree programs available: 1 associate's, 7 master's in Connecticut
From community college pathways to advanced research degrees
Connecticut community college transfer can save 40-60% on total degree costs
1 associate's programs provide transfer pathways to bachelor's degrees
Education Commission of the States
Major employers: United Technologies, Cigna, Travelers, Hartford Financial
Tech hubs in Stamford and Hartford
Hakia Research 2026
Machine Learning degree programs near 37+ cities across Connecticut
Search by city to find programs within 200 miles of your location
Updated June 26, 2026
How we ranked Connecticut Machine Learning programs
We rank 15 accredited machine learning programs in Connecticut using IPEDS 2024 institutional data, BLS OEWS 2024 state salary data, and College Scorecard outcomes. A 4-factor weighted composite is normalized to a 0–100 score. Schools cannot pay for placement; rankings are produced algorithmically.
Source: BLS OEWS May 2024
Machine Learning Degree Rankings in Connecticut
Compare the top-ranked Machine Learning programs in Connecticut by degree level. Tuition, graduation rate, and Hakia Score for every accredited program.
Best Associate's Machine Learning Programs in Connecticut
Program Landscape
Connecticut offers 1 accredited associate's degree programs in machine learning, providing an affordable entry point into the technology field. The top-ranked programs include Connecticut State Communi..., which combine rigorous technical curriculum with practical skills training.
Costs & Value
Community colleges in Connecticut offer these two-year programs at an average cost of $4,392/yr, significantly less than four-year university tuition. Students completing associate's degrees can pursue entry-level technical positions and transfer opportunities, with entry-level salaries averaging $57,778 in Connecticut.
Career Pathways
Many programs feature guaranteed transfer agreements with Connecticut's public universities, allowing students to complete their first two years at reduced cost before transferring to complete a bachelor's degree. The Stamford, Hartford, New Haven areas offer particularly strong job markets for associate's degree holders, with employers like United Technologies, Cigna, Travelers hiring for technical support, junior development, and IT specialist positions.
Curriculum & Specializations
Programs typically include coursework in programming fundamentals, database management, networking basics, and software development. Among machine learning schools in Connecticut, these associate's programs offer the best value for students beginning their machine learning degrees in Connecticut.
Best Bachelor's Machine Learning Programs in Connecticut
Program Landscape
Connecticut ranks among the nation's top destinations for machine learning education, with 7 accredited bachelor's degree programs across 1 public and 6 private institutions. The highest-ranked programs are U of Connecticut, Wesleyan, Connecticut College, recognized for academic excellence, research opportunities, and strong industry connections.
Career Outcomes
Graduates from Connecticut machine learning programs earn a median salary of $89,293, 9% below the national average. The state's robust technology sector, anchored by the Stamford, Hartford, New Haven metropolitan areas, provides abundant internship and employment opportunities with companies including United Technologies, Cigna, Travelers.
Costs & Value
Tuition ranges from $16,332 to $66,716 annually, with an average of $45,775/yr. Top programs maintain graduation rates above 85%, with the highest reaching 97%. Many programs hold ABET accreditation, the gold standard for computing education, ensuring curriculum meets rigorous industry standards.
Curriculum & Specializations
Students can choose from specializations including software engineering, cybersecurity, artificial intelligence, data science, and systems architecture. Strong industry partnerships provide access to co-op programs, capstone projects with real companies, and direct recruiting pipelines to Connecticut's leading technology employers. For students seeking machine learning degrees in Connecticut, these top-ranked machine learning schools offer the strongest combination of academic rigor and career preparation.
Show all 7 ranked programs
| Rank | School | Location | Type | Tuition | Grad Rate | Hakia Score |
|---|---|---|---|---|---|---|
| #6 | University of Bridgeport | Bridgeport, CT | Private | $32,860 | — | 42.2 |
| #7 | University of Saint Joseph | West Hartford, CT | Private | $45,608 | 76% | 40.1 |
Best Master's Machine Learning Programs in Connecticut
Program Landscape
Connecticut offers 7 master's degree programs in machine learning, designed for professionals seeking to advance into senior engineering, technical leadership, and specialized roles. The top programs, Yale, U of Connecticut, U of Bridgeport, combine advanced technical training with research opportunities and leadership development.
Career Outcomes
Master's graduates in Connecticut earn a median salary of $105,050, approximately 20-30% higher than bachelor's degree holders. The concentration of technology companies in Stamford, Hartford, New Haven creates strong demand for graduate-level talent, with United Technologies, Cigna, Travelers actively recruiting from these programs.
Costs & Value
Program formats include traditional full-time study (typically 2 years), part-time options for working professionals (2-3 years), and accelerated tracks. Tuition averages $46,911/yr, with many employers offering tuition reimbursement for graduate education. Some programs offer thesis and non-thesis tracks, allowing students to focus on research or professional development based on their career goals.
Curriculum & Specializations
Curriculum covers advanced topics including machine learning, distributed systems, software architecture, and technical management. Many programs include practicum experiences, industry capstone projects, or consulting engagements that provide real-world application of advanced concepts. Among Connecticut's machine learning schools at the graduate level, these programs stand out for both academic quality and career outcomes.
Show all 7 ranked programs
| Rank | School | Location | Type | Tuition | Grad Rate | Hakia Score |
|---|---|---|---|---|---|---|
| #6 | Fairfield University | Fairfield, CT | Private | $55,510 | 69% | 52.4 |
| #7 | Sacred Heart University | Fairfield, CT | Private | $48,160 | 73% | 48.4 |
Machine Learning Degree Costs & Tuition in Connecticut
| Metric | Value |
|---|---|
| Average in-state tuition | $44,835/year |
| Average out-of-state tuition | $112,088/year |
| Community college tuition | $11,209/year |
| 4-year savings for residents | $269,012 |
| 2+2 transfer pathway savings | $67,252 |
Source: IPEDS 2024
Financial Aid & Scholarships for Machine Learning Students in Connecticut
State Aid Programs
Connecticut students pursuing Machine Learning degrees have access to multiple financial aid pathways at federal and state levels. The primary resource for federal aid is the Free Application for Federal Student Aid (FAFSA), available through the U.S. Department of Education at Federal Student Aid. This application unlocks access to federal grants, loans, and work-study opportunities for eligible students attending Connecticut's 15 institutions offering Machine Learning programs. Additionally, Connecticut's Governors Scholarship Program provides merit-based awards specifically for students attending Connecticut public institutions, making it an excellent option for high-achieving applicants at schools like the University of Connecticut and the Connecticut State University system campuses.
Key Programs & Amounts
Beyond state and federal aid, many Connecticut institutions offer institutional scholarships and financial packages tailored to Machine Learning students. The College Scorecard provides transparency on net price and financial aid averages at individual schools, helping students compare costs before enrolling. For comprehensive information about all available aid types and application procedures, the Connecticut Office of Higher Education serves as the official state resource. Students should also explore scholarships in related fields such as Artificial Intelligence in Connecticut and Data Science in Connecticut, as many awards span multiple STEM disciplines. Early completion of the FAFSA is recommended, as aid is often distributed on a first-come, first-served basis.
Machine Learning Degree ROI Calculator, Connecticut
Use our interactive ROI calculator to estimate your return on investment for a machine learning degree in Connecticut. Enter your expected tuition costs, financial aid, and career goals to see projected payback periods and lifetime earnings. The calculator uses current salary data from BLS and tuition data from IPEDS to provide accurate estimates.
Machine Learning Degree ROI Calculator
Estimate your return on investment for a machine learning degree
Leave blank to use average cost for selected program type
+1326%
Net gain divided by total investment. ROI above 200% is considered excellent for education investments.
$2,452,300
Your additional lifetime earnings with this degree vs. working without one, minus the total investment.
5 years
Years until your cumulative earnings exceed total investment. Shorter programs often break even faster due to lower opportunity cost.
$105,882
Your starting salary adjusted for local cost of living. This shows real purchasing power compared to a $100K national baseline.
Why does break-even change with program type? Your "total investment" includes both tuition AND opportunity cost (foregone earnings while in school). A 4-year full-time public university (in-state) means 4 years of not earning a salary ($140,000 in opportunity cost). Shorter full-time programs may have higher tuition but lower total investment because you return to the workforce sooner.
Detailed Breakdown
How we calculate your degree ROI using real salary data
Tuition plus opportunity cost (earnings you miss while in school)
Direct cost of the degree program
4 years × $35K/year foregone salary while studying full-time
Projected career earnings starting after graduation, with salary growth
What you'd earn working at $35K/year with 2% annual growth
Median salary for this role in your selected location (BLS 2024)
Your investment's compound annual growth rate (similar to stock market returns)
Data sources: BLS OEWS May 2024, IPEDS 2024. Calculations use median salaries, 3% discount rate, and assume salary growth declines from 6% to 2% over career. Individual results will vary. | Powered by Hakia.com
Machine Learning Salaries by Metro Area
Median annual salary in Connecticut metro areas
View data table
| Category | Value |
|---|---|
| Stamford | $116K |
| Hartford | $110K |
| New Haven | $105K |
Source: BLS OEWS May 2024
Hakia.com
Top Employers Hiring Machine Learning Graduates in Connecticut
Find machine learning jobs in Connecticut. These major employers across Connecticut metro areas are actively hiring machine learning degree holders. Click employer names to view current job openings.
Machine Learning Jobs in Stamford
CTMachine Learning Jobs in Hartford
CTMachine Learning Jobs in New Haven
CTTransfer Pathways for Machine Learning Degrees in Connecticut
State Transfer System
Connecticut's Transfer and Articulation Policy (TAP) provides guaranteed admission pathways for students completing associate degrees and transferring to bachelor's degree programs (Transfer and Articulation Policy (TAP)). The state includes 8 two-year institutions, with Connecticut State Community College producing 81 completions in machine learning and serving as a key entry point for students beginning their educational journey. TAP ensures that coursework completed at community colleges transfers seamlessly and counts toward bachelor's degree requirements at participating four-year universities, including major institutions like University of Connecticut and University of Bridgeport. This pathway reduces both time-to-degree and overall costs, making machine learning education more accessible to students beginning at the associate level.
How Transfers Work
Students following transfer pathways benefit from articulation agreements that guarantee course credit transfer and admission to upper-level programs. Connecticut State Community College students can transfer completed machine learning and prerequisite coursework to bachelor's programs at University of Connecticut (#2 ranked bachelor's), University of Bridgeport (#3 ranked bachelor's), or other participating four-year institutions. The state's Governors Scholarship Program provides merit-based awards for students attending Connecticut public institutions, supporting both initial and continued enrollment (Governors Scholarship Program). Prospective transfer students should consult with community college advisors and university transfer offices to plan course sequences. For additional context, explore related fields through Computer Science in Connecticut and Data Analytics in Connecticut programs that share similar articulation pathways.
Why Pursue a Machine Learning Degree in Connecticut?
Industry & Workforce
Connecticut offers strong opportunities for machine learning education with 15 institutions offering programs across associate, bachelor, and master degree levels (IPEDS). The state produced 1,072 total completions in machine learning during the most recent reporting period, reflecting strong institutional commitment to technical education. Top-ranked institutions like Yale University, University of Connecticut, and Wesleyan University provide training in machine learning fundamentals and advanced applications. For context, Connecticut's broader higher education landscape includes 30 four-year institutions and 8 two-year institutions, creating diverse pathways for students at all academic levels.
Salary Outlook
The state's location within the Northeast Corridor and proximity to major tech employers makes Connecticut an ideal hub for machine learning careers. Major employers including Yale University, United Technologies, Cigna, Travelers, and Hartford HealthCare actively recruit machine learning professionals in cities like Hartford, New Haven, Stamford, and Bridgeport. Public in-state tuition averages $11,621 for four-year institutions, making Connecticut programs accessible compared to national alternatives (College Scorecard). Students can explore complementary fields through related programs in Artificial Intelligence in Connecticut, Data Science in Connecticut, and Computer Science in Connecticut to build comprehensive technical expertise.
Source: IPEDS 2024
Machine Learning Job Market & Salary Data in Connecticut
Employment Outlook
Connecticut's machine learning job market is experiencing strong growth, driven by a diverse employer base and strategic geographic positioning in the Northeast corridor. The state hosts major technology and financial services hubs across multiple metropolitan areas, creating substantial demand for machine learning professionals. According to (BLS State Data), Connecticut's technology sector continues to expand, with particular strength in the Bridgeport-Stamford-Norwalk, Hartford-East Hartford-Middletown, and New Haven-Milford metro areas. The state's machine learning educational infrastructure supports this growth, with 15 institutions offering machine learning programs across associate's, bachelor's, and master's levels (IPEDS).
Salaries by Metro
Educational completion rates demonstrate strong pipeline development for the job market. Connecticut institutions produced 503 master's degree completions, 288 bachelor's degree completions, and 81 associate's degree completions in machine learning (IPEDS). Leading institutions like the University of Connecticut and University of New Haven are major contributors, with UConn producing 241 completions across all program levels. These graduates feed directly into Connecticut's employer ecosystem, which includes Fortune 500 companies and innovative tech firms seeking machine learning talent. Students can leverage Connecticut's Transfer and Articulation Policy (TAP) to build educational pathways from community colleges through four-year institutions. For more information on career trajectories, explore related fields like Data Science in Connecticut and Artificial Intelligence in Connecticut.
Entry-Level (0-2 yrs)
New graduates and career changers
Senior (8+ yrs)
Technical leads and architects
Online vs On-Campus Machine Learning Programs in Connecticut
Online Programs
0 available in Connecticut
On-Campus Programs
Traditional classroom experience
Compare Machine Learning Programs in Other States
- Total Programs
- 119
- Median Tuition
- $7,100
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- 73
- Median Tuition
- $47,600
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- Median Tuition
- $42,300
- Total Programs
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- Median Tuition
- $5,700
- Total Programs
- 39
- Median Tuition
- $11,000
- Total Programs
- 73
- Median Tuition
- $9,000
- Total Programs
- 28
- Median Tuition
- $10,100
- Total Programs
- 17
- Median Tuition
- $13,900
Machine Learning Degree Programs in Connecticut: FAQ
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Data Sources
Institutional characteristics, completions, graduation rates
Connecticut salary and employment data
Program details and admissions information
Last Updated: June 26, 2026. Rankings based on IPEDS 2024 data. Salary data from BLS OEWS May 2024.
Taylor Rupe
Co-founder & Editor (B.S. Computer Science, Oregon State • B.A. Psychology, University of Washington)
Taylor combines technical expertise in computer science with a deep understanding of human behavior and learning. His dual background drives Hakia's mission: leveraging technology to build authoritative educational resources that help people make better decisions about their academic and career paths.