Best Machine Learning Degree Programs in Florida, 2026 Rankings

Verdict: Florida ML students benefit from one of the most distinctive US ML-infrastructure positions: University of Florida's HiPerGator AI supercomputer (built on NVIDIA DGX A100 infrastructure through UF's substantial NVIDIA partnership) provides academic distributed-training compute access at a scale matched by few US universities. Combined with the UF AI Initiative ($70M+ investment to embed ML across the curriculum), Florida Bright Futures Scholarship at 75-100% public tuition coverage, the Florida Prepaid Plan, and no state income tax, Florida ML education delivers exceptional outcomes-to-cost economics, particularly for students entering Florida's growing healthcare-ML cluster (Mayo Clinic Jacksonville, AdventHealth, Cleveland Clinic Florida) or the substantial Orlando defense-modeling-and-simulation ML cluster.

Florida Bright Futures Scholarship Program, Florida Academic Scholars covers 100% of in-state tuition + $300/semester book stipend (3.50 GPA / 1330 SAT / 29 ACT); Florida Medallion Scholars covers 75% (3.0 GPA / 1210 SAT / 25 ACT). Florida Prepaid Plan locks in current tuition rates years in advance. Federal Pell stacks. Florida Resident Access Grant (FRAG) adds ~$3,500/year for in-state students at participating private Florida institutions.

Florida's ML-specific institutional aid and research investment is concentrated at: University of Florida (UF) AI Initiative, substantial $70M+ multi-year investment to embed ML across the entire UF curriculum, paired with HiPerGator AI supercomputer providing graduate research compute access at a scale matched by few US academic institutions. Florida State University has growing CS-ML programs at affordable in-state tuition. University of Central Florida (UCF), one of the largest US universities by enrollment with substantial CS-ML program and Orlando defense-ML/simulation industry placement. University of Miami's Frost Institute for Data Science and Computing with healthcare-ML emphasis. Florida International University has growing CS-ML programs.

The University of Florida + NVIDIA partnership is the distinctive Florida ML funding dynamic, UF's substantial NVIDIA partnership (HiPerGator AI, the AI Initiative, the substantial NVIDIA-funded graduate research pipeline including NVIDIA Inception startup resources for UF-affiliated ML ventures) creates ML research and infrastructure opportunities at UF that don't exist at most US flagship state universities. Industry-track scholarships from Florida-based ML employers, Mayo Clinic Jacksonville healthcare-ML, AdventHealth healthcare-ML, Lockheed Martin Orlando defense-ML, Northrop Grumman Melbourne aerospace-ML, L3Harris aerospace-ML, SpaceX Cape Canaveral applied-ML, Disney Walt Disney Imagineering R&D ML applications, NVIDIA Miami operations, provide additional funding most students don't pursue.

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

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

Verdict: Florida's Florida Statewide Course Numbering System supports ML-track transfer pathways well at the foundational level. The Florida 2+2 system, automatic admission to a state university for AA-degree graduates from Florida College System (FCS) institutions, provides one of the most reliable US ML-track transfer-pathway frameworks. The ML-specific consideration is that UF CS-with-ML-emphasis transfer admission is competitive (15-25% for CS) while UCF, FSU, USF, FIU, and FAU CS-with-ML have substantially more accessible transfer admission.

Best Florida community college ML-track-feeder schools: Miami Dade College (largest US community college, strong UF, FIU, and University of Miami pathways with refined ML-prerequisite mathematics), Valencia College (Orlando, strong UCF pipeline with the DirectConnect to UCF guaranteed admission program), Santa Fe College (Gainesville, geographically adjacent to UF, refined ML-prerequisite sequences specifically for UF CS), Broward College (Fort Lauderdale, strong FAU pipeline), Hillsborough Community College (Tampa, strong USF pipeline), Tallahassee Community College (strong FSU pipeline, geographically adjacent). Each has refined ML-prerequisite mathematics and intro-CS sequences via Florida statewide articulation.

The Santa Fe College → UF CS-with-ML-emphasis pathway is the most reliable Florida community college → UF AI Initiative + HiPerGator distributed-training progression, Santa Fe is geographically adjacent to UF, has dedicated UF transfer counseling, and refined CS prerequisite sequences aligned to UF's program plus UF AI Initiative integration. The Valencia College → UCF DirectConnect pathway is the most accessible Florida ML transfer (guaranteed UCF admission for qualified Valencia AA graduates) and feeds Orlando's substantial defense-ML/simulation industry placement at Lockheed Martin Orlando.

Beyond UF: University of Central Florida (UCF) has substantial CS-ML program with accessible transfer admission and strong Orlando defense-ML/simulation industry placement. Florida State University has growing CS-ML programs. University of South Florida (USF) has CS-ML programs with strong Tampa Bay applied-ML placement. Florida International University (FIU) has growing CS-ML programs with Miami-area healthcare-ML and financial-ML placement. Florida Atlantic University (FAU) has CS programs with growing ML-emphasis. University of Miami (private) has growing ML research with substantial institutional aid. Embry-Riddle Aeronautical University is the distinctive Florida ML alternative for aerospace-ML specifically. For Florida ML-track students, the UF pathway is the elite UF AI Initiative + HiPerGator distributed-training compute optimization; UCF is the accessible defense-ML/simulation optimization; FSU/USF/FIU are the affordable comprehensive alternatives; Embry-Riddle is the aerospace-ML specialty.

Verdict: Florida has a growing ML engineer job market with a distinctive industry composition: healthcare-ML is the dominant Florida ML employment cluster (Mayo Clinic Jacksonville, AdventHealth, Cleveland Clinic Florida, University of Miami Miller School ML, Moffitt Cancer Center ML), plus Orlando's defense modeling-and-simulation ML cluster (Lockheed Martin Orlando, substantially the global capital of defense M&S ML, plus Northrop Grumman Orlando, L3Harris Melbourne, SpaceX Cape Canaveral ML applications, Boeing Space, plus the substantial Orlando-area cleared-ML workforce), plus growing financial-services ML in Miami and Tampa, plus Disney's substantial Walt Disney Imagineering R&D ML applications for theme-park robotics and animation. Combined with no state income tax, Florida ML take-home compensation is competitive despite lower nominal salaries.

By metro: Miami-Fort Lauderdale averages ~$145,000-$200,000 for ML engineer roles per Levels.fyi, with concentrations at healthcare-ML (Mount Sinai Miami, University of Miami Miller School ML, Baptist Health ML), growing financial-ML (substantial fintech and crypto migration from NYC and SF post-2020), Royal Caribbean cruise-operations ML, plus growing Miami tech ecosystem. Orlando averages ~$135,000-$180,000 anchored by Lockheed Martin Orlando (substantially the global capital of defense modeling-and-simulation ML, substantial cleared ML engineering workforce), Northrop Grumman Orlando, Disney Walt Disney Imagineering R&D (ML for theme-park robotics, character animation, attraction systems), plus substantial UCF-CS-ML pipeline and growing Orlando ML startup scene.

Tampa Bay averages ~$135,000-$180,000 with concentrations at MacDill AFB cleared-ML applications (CENTCOM/SOCOM intelligence-ML), USAA Tampa applied-ML, Raymond James ML for financial services, Moffitt Cancer Center ML for oncology research, USF Health ML applications. Jacksonville averages ~$130,000-$170,000 with Mayo Clinic Jacksonville ML as the substantial standout employer, one of the larger US healthcare-ML organizations (clinical-decision-support ML, imaging-ML, genomics-ML, drug-discovery ML), CSX Transportation ML for rail operations, Fidelity National Financial ML. Cape Canaveral / Melbourne (Space Coast) has growing aerospace-ML at SpaceX Cape Canaveral, Northrop Grumman Melbourne, L3Harris Melbourne, plus substantial Boeing Space and Lockheed Martin space-operations ML.

Three Florida ML-specific dynamics: (1) Florida healthcare-ML is one of the most-overlooked US ML employment clusters, Mayo Clinic Jacksonville, AdventHealth (one of the largest US health-system ML operations), and Cleveland Clinic Florida collectively employ substantial healthcare-ML engineering workforces with substantially less competitive new-grad hiring than Bay Area or NYC equivalent roles. (2) The Orlando defense modeling-and-simulation ML cluster is one of the more distinctive US defense-ML markets, Lockheed Martin Orlando is substantially the global capital of defense M&S ML, providing cleared ML engineering opportunities at a scale matched only by Northern Virginia federal-ML. (3) University of Florida's AI Initiative graduates have a substantial structural employment advantage in Florida ML hiring, UF AI Initiative graduates are increasingly the dominant Florida ML pipeline, particularly for healthcare-ML and aerospace-ML roles. See Machine Learning Engineer Career Guide and AI/ML Engineer Career Guide.

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