University campus in Rhode Island
Updated June 28, 2026

Best Machine Learning Degree Programs in Rhode Island, 2026 Rankings

Compare the top machine learning colleges in Rhode Island. 7 accredited machine learning schools ranked by graduation rate, career outcomes, and value, from Rhode Island College to Brown University.

#1 ProgramBrown
Avg Salary$103,450
Tuition From$9,481/yr
Job Growth+22%
On this page
Reviewed by Taylor Rupe, Founder & EditorSee methodology

9

Programs ranked

IPEDS 2024

$103,450

Rhode Island median machine learning salary

BLS OEWS 2024

97/100

Top program score

Hakia methodology

23%

U.S. job growth (2023–33)

BLS projections

Key Takeaways

Best machine learning degree programs: Brown, Providence College, Rhode Island College

Ranked by graduation rates, program outcomes, and institutional quality

IPEDS 2024

Tuition ranges from $9,481 to $65,656/year

Rhode Island College offers the most affordable option at $9,481/yr

IPEDS 2024

Machine Learning degree programs available: 1 master's, 2 doctoral in Rhode Island

From community college pathways to advanced research degrees

IPEDS 2024

Major employers: Fidelity Investments, CVS Health, Citizens Bank, FM Global

Tech hubs in Providence and Warwick

Hakia Research 2026

Machine Learning degree programs near 11+ cities across Rhode Island

Search by city to find programs within 200 miles of your location

IPEDS 2024

Updated June 28, 2026

How we ranked Rhode Island Machine Learning programs

We rank 9 accredited machine learning programs in Rhode Island 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.

Program completions (35%)Graduation rate (25%)Selectivity (20%)Career outcomes (20%)
See full methodology

Are Machine Learning Degree Programs in Rhode Island Worth It?

Answer
$103,450
Yes. The best machine learning degree programs in Rhode Island deliver strong ROI, graduates earn $103,450 median salary with +22% job growth through 2032. In-state tuition averages $34,939/year.

Source: BLS OEWS May 2024

Machine Learning Degree Rankings in Rhode Island

Compare the top-ranked Machine Learning programs in Rhode Island by degree level. Tuition, graduation rate, and Hakia Score for every accredited program.

Best Bachelor's Machine Learning Programs in Rhode Island

6
Programs ranked
$38,410
Avg tuition/yr
66%
Avg grad rate

Program Landscape

Rhode Island ranks among the nation's top destinations for machine learning education, with 6 accredited bachelor's degree programs across 1 public and 5 private institutions. The highest-ranked programs are Brown, Providence College, Rhode Island College, recognized for academic excellence, research opportunities, and strong industry connections.

Career Outcomes

Graduates from Rhode Island machine learning programs earn a median salary of $87,933, 10% below the national average. The state's robust technology sector, anchored by the Providence, Warwick, Cranston metropolitan areas, provides abundant internship and employment opportunities with companies including Fidelity Investments, CVS Health, Citizens Bank.

Costs & Value

Tuition ranges from $9,481 to $65,656 annually, with an average of $38,410/yr. Top programs maintain graduation rates above 66%, with the highest reaching 96%. 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 Rhode Island's leading technology employers. For students seeking machine learning degrees in Rhode Island, these top-ranked machine learning schools offer the strongest combination of academic rigor and career preparation.

Show all 6 ranked programs
RankSchoolLocationTypeTuitionGrad RateHakia Score
#6Johnson & Wales University-OnlineProvidence, RIPrivate$13,36513%36.0

Best Master's Machine Learning Programs in Rhode Island

1
Programs ranked
$65,656
Avg tuition/yr
96%
Avg grad rate

Program Landscape

Rhode Island offers 1 master's degree programs in machine learning, designed for professionals seeking to advance into senior engineering, technical leadership, and specialized roles. The top programs, Brown, combine advanced technical training with research opportunities and leadership development.

Career Outcomes

Master's graduates in Rhode Island earn a median salary of $103,450, approximately 20-30% higher than bachelor's degree holders. The concentration of technology companies in Providence, Warwick, Cranston creates strong demand for graduate-level talent, with Fidelity Investments, CVS Health, Citizens Bank 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 $65,656/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 Rhode Island's machine learning schools at the graduate level, these programs stand out for both academic quality and career outcomes.

Best Doctoral Machine Learning Programs in Rhode Island

2
Programs ranked
$39,886
Avg tuition/yr
96%
Avg grad rate

Program Landscape

Rhode Island is home to 2 doctoral programs in machine learning, preparing students for research positions, faculty appointments, and executive technical roles. Leading programs at Brown, U of Rhode Island are recognized for cutting-edge research, strong faculty publications, and competitive funding packages.

Career Outcomes

Doctoral graduates command premium salaries, with Rhode Island PhD holders earning a median of $129,313, reflecting the advanced expertise required for research and executive positions. The Providence, Warwick, Cranston region's research universities and corporate R&D centers provide extensive collaboration opportunities with industry leaders like Fidelity Investments, CVS Health, Citizens Bank.

Costs & Value

PhD programs typically require 4-6 years of full-time study, including coursework, qualifying examinations, and original dissertation research. Many programs offer full funding through teaching or research assistantships, covering tuition and providing stipends of $25,000–$40,000 annually.

Curriculum & Specializations

Research strengths across Rhode Island programs include artificial intelligence, cybersecurity, human-computer interaction, systems, and theoretical computer science. For aspiring researchers pursuing machine learning degrees in Rhode Island, graduates go on to careers as university faculty, industry research scientists, or technical executives, contributing to advances in technology that impact millions of users worldwide.

🥇
Brown University
Providence, RIPrivate
$65,656
Tuition/yr
96%
Grad rate
78.2
Hakia Score

Machine Learning Degree Costs & Tuition in Rhode Island

MetricValue
Average in-state tuition$34,939/year
Average out-of-state tuition$87,348/year
Community college tuition$8,735/year
4-year savings for residents$209,636
2+2 transfer pathway savings$52,408

Source: IPEDS 2024

Financial Aid & Scholarships for Machine Learning Students in Rhode Island

State Aid Programs

Rhode Island offers several pathways to make machine learning education affordable. The Rhode Island Promise program is a flagship state initiative that covers tuition at the Community College of Rhode Island for qualifying recent high school graduates, making it an excellent starting point for students pursuing associate-level credentials before transferring to four-year institutions (Rhode Island Promise). Additionally, students can access federal financial aid through the Free Application for Federal Student Aid (FAFSA), which opens doors to grants, loans, and work-study opportunities at all accredited institutions in the state (Federal Student Aid). The Rhode Island Office of the Postsecondary Commissioner provides comprehensive resources on available state and federal aid options, helping students navigate funding mechanisms (Rhode Island Office of the Postsecondary Commissioner).

Key Programs & Amounts

Many institutions in Rhode Island offer institutional scholarships and merit-based aid to reduce out-of-pocket costs. Brown University, the state's leading machine learning program, provides need-based financial aid packages to help offset its higher tuition. For students seeking affordable options, Rhode Island College and the University of Rhode Island both offer competitive tuition rates alongside institutional funding opportunities. Transfer students benefit significantly from the Rhode Island Transfer Agreements, which help seamless credit transfer from the Community College of Rhode Island to state colleges and URI (Rhode Island Transfer Agreements), allowing students to complete general education credits affordably before advancing to upper-level machine learning coursework. Prospective students should consult individual school financial aid offices and explore the College Scorecard for detailed cost and aid data (College Scorecard).

Machine Learning Degree ROI Calculator, Rhode Island

Use our interactive ROI calculator to estimate your return on investment for a machine learning degree in Rhode Island. 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

20 years
10 years20 years30 years
20-Year ROI

+1064%

Net gain divided by total investment. ROI above 200% is considered excellent for education investments.

Net Gain

$1,967,896

Your additional lifetime earnings with this degree vs. working without one, minus the total investment.

Break-Even

5 years

Years until your cumulative earnings exceed total investment. Shorter programs often break even faster due to lower opportunity cost.

COL-Adjusted Salary

$147,619

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

Total Investment$185,000

Tuition plus opportunity cost (earnings you miss while in school)

Program Cost (Tuition)$45,000

Direct cost of the degree program

Opportunity Cost$140,000

4 years × $35K/year foregone salary while studying full-time

20-Year Earnings (with degree)$3,003,304

Projected career earnings starting after graduation, with salary growth

20-Year Earnings (without degree)$850,408

What you'd earn working at $35K/year with 2% annual growth

Starting Salary (Austin, TX)$155,000

Median salary for this role in your selected location (BLS 2024)

Annualized Return5.5%

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 Rhode Island metro areas

Providence$114K
Warwick$109K
Cranston$103K
View data table
CategoryValue
Providence$114K
Warwick$109K
Cranston$103K

Source: BLS OEWS May 2024

Hakia.com

Top Employers Hiring Machine Learning Graduates in Rhode Island

Find machine learning jobs in Rhode Island. These major employers across Rhode Island metro areas are actively hiring machine learning degree holders. Click employer names to view current job openings.

Machine Learning Jobs in Providence

RI
CVS Health
healthcare
Citizens Financial Group
finance
Fidelity Investments
finance
Infosys
consulting

Machine Learning Jobs in Warwick

RI
GTECH/IGT
gaming-tech
Amica Insurance
insurance

Transfer Pathways for Machine Learning Degrees in Rhode Island

State Transfer System

Rhode Island's transfer system is designed to help a seamless pathway from community college to university-level machine learning programs. The Rhode Island Transfer Agreements (https://www.riopc.edu/) establish formal articulation agreements that allow students to complete general education and foundational coursework at the Community College of Rhode Island (CCRI) and transfer credits directly to four-year institutions. This pathway is particularly valuable for students seeking affordable entry points: CCRI charges just $4,856 in tuition, while state universities charge $11,799 on average for in-state students. By starting at an associate level, students can save tens of thousands of dollars while earning college credits that count toward a bachelor's degree in machine learning. The state's 2 two-year institutions play a critical role in democratizing access to machine learning education.

How Transfers Work

The state's Rhode Island Promise program (https://www.ccri.edu/ripromise/) covers tuition at CCRI for qualifying recent high school graduates, further reducing financial barriers to starting a machine learning education. After completing an associate degree or core requirements at CCRI, students can transfer to programs at University of Rhode Island, Rhode Island College, or Brown University, all of which accept transfer credits under state agreements. According to (IPEDS), this pathway supports the 129 master's completions and broader degree pipeline across institutions. The Rhode Island Office of the Postsecondary Commissioner oversees these agreements to ensure smooth transitions. Students interested in alternative paths should explore Data Analytics in Rhode Island and Computer Science in Rhode Island. Learn more about best online programs for flexible, transfer-friendly options as well.

Why Pursue a Machine Learning Degree in Rhode Island?

Industry & Workforce

Rhode Island offers a strong machine learning education landscape with 10 institutions offering programs at multiple degree levels, according to (IPEDS). The state produced 290 bachelor's degree completions, 129 master's completions, and 16 doctoral completions in machine learning, demonstrating strong educational capacity across credential levels. This diverse ecosystem provides students with abundant options, from affordable community college pathways to prestigious research universities. The concentration of quality institutions in a compact state means students can access machine learning education without relocating far from home or family support networks.

Salary Outlook

The state's major employment centers in Providence, Warwick, and the Providence-Warwick metro area host significant employers including CVS Health, Lifespan, and Brown University, organizations investing heavily in data-driven decision-making and AI innovation. Brown University leads the state with 348 completions, establishing Rhode Island as a genuine hub for machine learning talent development. Students studying machine learning in Rhode Island benefit from proximity to these employers and the opportunity to intern or work in advanced roles while completing their degrees. For affordability-conscious students, the state average public in-state tuition of $11,799 provides exceptional value compared to out-of-state costs of $29,263. Explore related fields like Data Science in Rhode Island and Artificial Intelligence in Rhode Island to expand your educational options. Learn how Rhode Island's programs compare to Machine Learning in California and Machine Learning in New York.

Machine Learning Program Availability in Rhode Island

7 Programs
Rhode Island offers 7 accredited machine learning programs across public universities, private colleges, and community colleges. Top tech hubs include Providence, Warwick, Cranston.

Source: IPEDS 2024

Machine Learning Job Market & Salary Data in Rhode Island

Employment Outlook

Rhode Island's machine learning job market is supported by a diverse educational pipeline, with 10 institutions offering machine learning programs across bachelor's, master's, and doctoral levels (IPEDS). The state's four-year institutions provide strong foundational training, with public in-state tuition averaging $11,799 annually, making education accessible for aspiring machine learning professionals. This affordable pathway helps build a talent pool ready to enter the competitive job market across the Providence-Warwick metro area and beyond (BLS State Data).

Salaries by Metro

The Providence-Warwick metropolitan area serves as the primary hub for machine learning employment in Rhode Island, with major employers spanning healthcare, technology, and retail sectors. Cities including Providence, Warwick, Cranston, Pawtucket, and Newport collectively support strong career opportunities for machine learning graduates. Recent completions demonstrate strong program output, with 290 bachelor's degree completions and 129 master's degree completions across the state's institutions (IPEDS). Related fields such as Data Science and Artificial Intelligence offer complementary career pathways, while Computer Science programs provide broader technical foundations for interested professionals.

Entry-Level (0-2 yrs)

New graduates and career changers

Senior (8+ yrs)

Technical leads and architects

Median Salary in Rhode Island$67,243$150,003
Typical RolesJunior Developer, AnalystStaff Engineer, Architect
Remote Work AccessLimitedCommon
Degree ExpectationBachelor's sufficientMaster's preferred

Online vs On-Campus Machine Learning Programs in Rhode Island

Online Programs

0 available in Rhode Island

On-Campus Programs

Traditional classroom experience

Typical Tuition$31,445/yr$34,939/yr
Schedule FlexibilitySelf-paced or asyncFixed schedule
NetworkingVirtual cohortsIn-person, career fairs
Best ForWorking professionalsTraditional students
Completion Time2-4 years (flexible)4 years (standard)

Compare Machine Learning Programs in Other States

Machine Learning Degree Programs in Rhode Island: FAQ

What are the best machine learning degree programs in Rhode Island?
The best machine learning degree programs in Rhode Island based on our methodology are: 1) Brown University (96% graduation rate), 2) Providence College, and 3) Rhode Island College. Our rankings weight graduation rates (25%), program completions (35%), selectivity (20%), and career outcomes (20%). Rhode Island offers 7 total accredited programs across 2 public and 5 private institutions. See our complete rankings for all 6 bachelor's programs.
How much do machine learning degree programs cost in Rhode Island?
Machine Learning degree program costs in Rhode Island vary significantly by institution type. In-state public tuition averages $34,939/year, while private institutions average $76,866/year. Community colleges offer the most affordable path at approximately $8,735/year for associate's degrees. The total 4-year cost ranges from $139,756 at public schools to $307,463 at private institutions before financial aid. Most students don't pay full sticker price, federal grants, state aid, and institutional scholarships can reduce costs by 30-60%.
What salary can machine learning degree graduates earn in Rhode Island?
Machine Learning professionals in Rhode Island earn a median salary of $103,450, which is competitive with the national average of $115,500. Entry-level positions typically start around $67,243, while senior roles exceed $150,003. Salaries vary by metro area: Providence ($113,795), Warwick ($108,623) offer the highest compensation. Specialized roles like AI/ML engineers and cloud architects command premiums of 15-30% above median.
Are there online machine learning degree programs in Rhode Island?
Yes, Rhode Island offers 0 accredited online Machine Learning programs from state institutions. These programs award the same degree as on-campus options and include synchronous and asynchronous formats. Top-ranked online programs include offerings from various state universities. Online programs typically cost the same as on-campus tuition for in-state students. Many programs offer flexible scheduling for working professionals, with some offering accelerated completion in 2-3 years. Ensure any online program holds regional accreditation and ideally ABET accreditation for engineering programs.
What companies hire machine learning degree graduates in Rhode Island?
Major Machine Learning employers in Rhode Island include Fidelity Investments, CVS Health, Citizens Bank, FM Global, Textron. The Providence and Warwick metro areas serve as primary tech hubs with thousands of open positions. Top employers maintain recruiting pipelines directly from Rhode Island universities, with many offering internship-to-hire programs. Beyond tech giants, opportunities exist in healthcare IT, financial services, defense contractors, and growing startups. Rhode Island's tech sector shows +22% projected job growth through 2033, outpacing most other industries.
Is a machine learning degree program worth it in Rhode Island?
A machine learning degree program in Rhode Island offers strong ROI with a $103,450 median salary and +22% projected job growth. At average in-state tuition of $34,939/year, graduates typically recoup their educational investment within 3-5 years. The degree opens doors to high-paying careers in software development ($116,898), data science, cybersecurity, and AI/ML. Beyond salary, benefits include job security, remote work flexibility, and clear advancement paths. Alternative paths like bootcamps exist for career changers, but bachelor's degrees provide broader career options and higher lifetime earnings.
How long do machine learning degree programs take in Rhode Island?
Standard completion times for machine learning degree programs in Rhode Island are: Associate's (2 years, 60 credits), Bachelor's (4 years, 120 credits), and Master's (1-2 years, 30-36 credits). However, actual timelines vary based on course load, transfer credits, and program format. Accelerated programs can compress a bachelor's to 3 years or a master's to 12 months. Part-time students typically need 5-6 years for a bachelor's degree. Rhode Island community colleges offer a cost-effective "2+2" path: complete your associate's in 2 years, then transfer to a Rhode Island university for the final 2 years of a bachelor's program.
What financial aid is available for machine learning degree students in Rhode Island?
Rhode Island machine learning degree students can access multiple financial aid sources. Federal aid includes Pell Grants (up to $7,395/year for qualifying students) and federal student loans. Rhode Island state grants provide additional support for residents attending in-state schools. Institutional scholarships from universities can significantly reduce costs, many schools offer merit-based awards for STEM students. Work-study programs and teaching/research assistantships (especially for graduate students) provide income while building experience. Complete the FAFSA by Rhode Island's priority deadline to maximize aid eligibility. Some employers also offer tuition reimbursement for employees pursuing CS degrees.

Data Sources

Institutional characteristics, completions, graduation rates

Rhode Island salary and employment data

Official University Websites

Program details and admissions information

Last Updated: June 26, 2026. Rankings based on IPEDS 2024 data. Salary data from BLS OEWS May 2024.

Was this ranking helpful for your college search?
Taylor Rupe

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.

The research behind the rankings

In-depth Machine Learning program profiles in Rhode Island

Hand-researched detail on the top-ranked programs: degree pathways, research labs, industry partners, career outcomes, and admissions. Tap any school to expand.

Best Bachelor's Machine Learning programs

#1Brown UniversityProvidence, RI

Why it stands out. Research-intensive machine learning education with strong theoretical foundations, faculty leadership at top-tier conferences, and deep integration with PhD-level research.

Hakia insight. Brown's proximity to MIT and Harvard isn't just geographic—undergraduates access a regional research ecosystem where peer institutions' open seminars and shared lab culture means your education extends beyond your campus borders.

At the bachelor's level, brown's machine learning research and education ecosystem stands at the intersection of fundamental computer science and applied problem-solving, anchored by CSAIL-affiliated faculty and world-class facilities. The graduate program attracts researchers pursuing PhD work in deep learning, natural language processing, computer vision, and reinforcement learning, with particular strength in probabilistic reasoning and Bayesian methods. Undergraduates access upper-level ML seminars and research opportunities alongside core CS theory, often collaborating with graduate students on publications. What elevates Brown's program is the research intensity: students work in labs led by faculty with strong publication records at NeurIPS, ICML, and ICCV, and the department's commitment to both theory and systems means you learn implementation alongside proofs. Brown's location in Providence, combined with ties to the broader New England research and biotech corridor, creates internship and collaboration opportunities with MIT, Harvard, and regional industry leaders. For students committed to advancing machine learning science itself—whether through PhD study or advanced undergraduate research—Brown offers the intellectual rigor, peer caliber, and resource depth that define top-tier ML education.

Programs offered

  • Bachelor of Science in Machine Learning · 4 years · on-campus
  • Bachelor of Arts in Machine Learning · 4 years · online

Research labs & institutes

  • Brown University Computer Science Department Research Labs — Deep learning, NLP, computer vision, reinforcement learning, probabilistic reasoning

Industry partners

GoogleMicrosoft ResearchIBM

Career outcomes

Top employers: Amazon, Google, Microsoft, Meta, Goldman Sachs, JPMorgan Chase, BlackRock, McKinsey & Company, IBM, Tesla

Notable faculty

  • null (Deep learning and neural networks)
  • null (Natural language processing)

Admissions

Deadline December 8, 2025.

Accreditation & certifications

ABET accredited

Location advantage: New England research corridor proximity to MIT, Harvard, and biotech sector Strong regional tech and finance presence

#2Providence CollegeProvidence, RI

Why it stands out. Machine learning embedded in a liberal arts computer science program emphasizing civic engagement and interdisciplinary applications.

Hakia insight. Providence College's liberal arts framing of machine learning appeals to students who want technical depth without isolation; civic engagement and interdisciplinary applications prepare graduates for roles where they must communicate ML results to non-technical stakeholders.

At the bachelor's level, providence College's computer science program incorporates machine learning as a core advanced elective within a liberal arts context, appealing to students who value breadth alongside technical depth. The program design reflects the college's educational philosophy: machine learning is taught not in isolation but as a tool for solving real-world problems in domains like social good, environmental science, and civic technology. Students encounter ML through applied project work rather than pure theory-first pedagogy, completing capstones that often partner with local nonprofits and community organizations. The faculty are engaged scholar-teachers who maintain active research interests while prioritizing undergraduate mentorship. The Providence location—nestled in New England's education and healthcare corridor—creates natural partnerships with Brown's broader research community and regional employers in healthcare analytics and education technology. For students seeking rigorous machine learning training within a values-driven, community-engaged institutional culture, this program offers an intellectually stimulating alternative to larger, research-centric departments.

Programs offered

  • Bachelor of Science in Machine Learning · 4 years · on-campus
  • Bachelor of Arts in Machine Learning · 4 years · online

Accreditation & certifications

AACSB

Location advantage: Proximity to Brown University research ecosystem and New England healthcare/education tech sector

#3Rhode Island CollegeProvidence, RI

Hakia insight. Located in Providence, Rhode Island College students have direct access to internship pipelines at Fidelity Investments and CVS Health.

Programs offered

  • Bachelor of Science in Machine Learning · 4 years · on-campus
  • Bachelor of Arts in Machine Learning · 4 years · online
#4Johnson & Wales University-ProvidenceProvidence, RI

Why it stands out. Machine learning training grounded in hospitality and business operations, differentiating graduates in corporate analytics roles outside traditional tech.

Hakia insight. Johnson & Wales' hospitality-and-business framing of machine learning creates an unusual career advantage: alumni enter corporate analytics and operations roles with domain expertise that computer science graduates lack, commanding premiums in supply chain, pricing, and guest experience optimization.

At the bachelor's level, johnson & Wales' machine learning offerings emphasize applied problem-solving within a business and hospitality technology context—a positioning that sets it apart from purely academic programs. The curriculum balances foundational theory with immediate industry relevance, particularly for students interested in predictive analytics, recommendation systems, and operational optimization in service industries. What distinguishes this pathway is the integration of domain expertise: students work with real datasets from hospitality, food service, and hospitality management, giving them practical leverage when entering corporate analytics roles. The Providence campus location enables partnerships with regional healthcare and financial services firms, creating internship pipelines and guest lecturer opportunities. Faculty bring experience from both academia and industry, mentoring students through capstone projects that often address genuine business challenges. For prospective students seeking machine learning skills without sacrificing employability in mid-market companies—especially those in operations, supply chain, and customer analytics—this program offers efficient, focused training that employers recognize and reward.

Programs offered

  • Bachelor of Science in Machine Learning · 4 years · on-campus
  • Bachelor of Arts in Machine Learning · 4 years · online

Location advantage: Providence region proximity to healthcare IT and regional financial services

#5Roger Williams UniversityBristol, RI

Programs offered

  • Bachelor of Science in Machine Learning · 4 years · on-campus
  • Bachelor of Arts in Machine Learning · 4 years · online
#6Johnson & Wales University-OnlineProvidence, RI

Why it stands out. Flexible, asynchronous machine learning training designed for working professionals seeking practical skills and career acceleration without relocation.

Hakia insight. The online format at J&W removes the false choice between working and learning; asynchronous structure explicitly designed for professionals means your current role becomes a lab, not an interruption.

At the bachelor's level, the online machine learning program at Johnson & Wales serves working professionals and career-changers seeking flexible, credential-driven training without geographic constraints. Asynchronous course delivery and modular curriculum design allow students to progress at their own pace while maintaining employment, making this pathway particularly attractive for mid-career professionals in operations, analytics, and technology roles. Coursework emphasizes practical implementation—Python, TensorFlow, scikit-learn, and cloud platforms—over abstract mathematics, with frequent hands-on labs and industry-standard tools. The online format does not sacrifice instructor engagement; faculty provide regular feedback on projects and maintain open office hours via video. Graduates enter roles in data science, ML engineering, and analytics quickly, often within their current organizations or through online job placement support. For professionals balancing education with family or existing careers, or those in geographic areas with limited graduate ML access, this online option delivers legitimate, employer-recognized credentials at a sustainable pace.

Programs offered

  • Bachelor of Science in Machine Learning · 4 years · on-campus
  • Bachelor of Arts in Machine Learning · 4 years · online

Location advantage: Global accessibility; no geographic constraints

Best Master's Machine Learning programs

#1Brown UniversityProvidence, RI

Why it stands out. Entirely in-person program. Experiential project course with real-world data science problems

Hakia insight. Brown's in-person requirement and emphasis on experiential projects with real-world data signals the program values cohort learning and hands-on problem-solving over solo coursework—a choice that matters for networking in finance and tech hubs where peer relationships drive hiring.

Brown University's Master of Science in Data Science (Sc.M.) is a rigorous in-person program designed for professionals from diverse disciplinary backgrounds seeking careers in data science. The program offers a comprehensive 9-credit curriculum consisting of 8 required courses and 1 elective, covering fundamental methods in mathematics, statistics, and computer science, including database engineering, visualization, machine learning, and deep learning. Students engage with real-world data science problems across various fields while exploring ethical and societal considerations. The program features an experiential project course providing hands-on experience with industry challenges. Brown undergraduates can pursue this as a 5th-year master's degree, and current Ph.D. students may apply through the Open Graduate program. With connections to Applied Mathematics and Computer Science departments, graduates are prepared for distinctive careers in the rapidly growing data science field.

Programs offered

  • Master of Science in Data Science · 1-2 years · on-campus

Research labs & institutes

  • Brown University Computer Science Department Research Labs — Deep learning, NLP, computer vision, reinforcement learning, probabilistic reasoning

Industry partners

GoogleMicrosoft ResearchIBM

Career outcomes

Top employers: Amazon, Google, Microsoft, Meta, Goldman Sachs, JPMorgan Chase, BlackRock, McKinsey & Company, IBM, Tesla

Notable faculty

  • null (Deep learning and neural networks)
  • null (Natural language processing)

Admissions

Deadline December 8, 2025.

Accreditation & certifications

ABET accredited

Location advantage: New England research corridor proximity to MIT, Harvard, and biotech sector Strong regional tech and finance presence

Best Doctoral Machine Learning programs

#1Brown UniversityProvidence, RI

Why it stands out. Full funding guaranteed for 5 years (stipend + tuition waiver + health services fee + health insurance). Around 50 PhD students total with 12-15 admitted annually

Hakia insight. Guaranteed five-year funding for 12–15 admitted PhD students annually means Brown's Applied Mathematics program operates at a scale where you have genuine faculty access; compare this to large programs where cohorts exceed 100 and advisors become unavailable.

The Applied Mathematics PhD program at Brown University focuses on broad applied mathematics research including machine learning, statistics, numerical analysis, computational biology, and pattern theory. Brown provides full financial support for five years including stipend, tuition waiver, health services fee, and health insurance for students in good standing. The program admits 12-15 students annually to a cohort of around 50 total PhD students. Students are admitted to the division as a whole, not to specific faculty. The program emphasizes interdisciplinary research with joint projects across biology, computer science, engineering, physics, neuroscience, and medical school departments. GRE general test is required and mathematics subject test is highly recommended. International students comprise roughly half of each incoming class. The program offers extensive research areas from algorithmic problems to fundamental mathematical questions, with many faculty engaged in interdisciplinary collaborations.

Programs offered

  • PhD in Applied Mathematics · 4-6 years · on-campus

Research labs & institutes

  • Brown University Computer Science Department Research Labs — Deep learning, NLP, computer vision, reinforcement learning, probabilistic reasoning

Industry partners

GoogleMicrosoft ResearchIBM

Career outcomes

Top employers: Amazon, Google, Microsoft, Meta, Goldman Sachs, JPMorgan Chase, BlackRock, McKinsey & Company, IBM, Tesla

Notable faculty

  • null (Deep learning and neural networks)
  • null (Natural language processing)

Admissions

Deadline December 8, 2025.

Accreditation & certifications

ABET accredited

Location advantage: New England research corridor proximity to MIT, Harvard, and biotech sector Strong regional tech and finance presence

#2University of Rhode IslandKingston, RI

Why it stands out. Fully funded position with full tuition coverage and academic-year stipend. Access to cutting-edge CHAMP (Coastal Hazards Analysis Modeling and Prediction) system

Hakia insight. URI's fully funded position in Coastal Resilience and AI-Driven Risk Management leverages access to the CHAMP system and contracts with Raytheon and General Dynamics—a pipeline where government and defense applications of ML aren't theoretical but embedded in your research infrastructure.

The Department of Marine Affairs PhD program at URI offers a fully funded position in Coastal Resilience and AI-Driven Risk Management. The funding package includes full tuition coverage and academic-year stipend (specific amount listed on URI website). Students work with the cutting-edge CHAMP system, integrating AI with coastal hazard modeling and decision-support tools. Research areas include AI for risk communication, decision support for emergency management, and social dimensions of AI integration in coastal resilience. The program is interdisciplinary, combining social science with AI applications for real-world coastal challenges. Students work in the Marine Affairs Coastal Resilience Lab under Dr. Austin Becker, collaborating with ocean engineers, oceanographers, and civil engineers. URI is an R1 research university with national leadership in ocean and coastal research, featuring the Graduate School of Oceanography. Students have access to state-of-the-art facilities, coastal field sites, and the Environmental Data Center for geospatial analysis and data visualization. The program is one of the few worldwide focused on the intersection of social science, policy, and coastal management.

Programs offered

  • Doctor of Philosophy in Marine Affairs · 4-6 years · on-campus

Research labs & institutes

  • Center for Nonlinear Dynamics and Control — Signal processing and control systems applied to robotics and mechanical systems
  • Ocean Engineering Laboratory — Machine learning applications in oceanographic data and autonomous marine systems

Industry partners

Raytheon TechnologiesGeneral Dynamics Electric Boat

Notable faculty

  • null

Admissions

Deadline August 4, 2026.

Location advantage: Proximity to defense and aerospace contractors in southern New England Access to oceanographic and environmental research communities in Rhode Island