Top 3 Machine Learning Programs in Maryland 2025
University of Maryland-College Park
873 machine learning graduates annually, 84% graduation rate
University of Maryland-Baltimore County
151 machine learning graduates annually, 90% graduation rate
Towson University
176 machine learning graduates annually, 91% graduation rate
- 1.Maryland offers 13+ accredited machine learning programs across public and private universities
- 2.University of Maryland-College Park leads with 84% graduation rate
- 3.Maryland software developers earn median $122,420 annually (BLS OES 2024)
- 4.Tech opportunities concentrated in Baltimore, Bethesda, Rockville
- 5.Cost of living index: 109.4% of US average (above average)
Machine Learning Education in Maryland: Overview
Maryland offers 13 accredited machine learning programs, producing approximately 1,374 graduates annually. The state's tech industry is centered in Baltimore, Bethesda, Rockville, with major employers including NSA, Lockheed Martin, Johns Hopkins APL.
With a median software developer salary of $122,420 (BLS OES May 2024) and a cost of living index of 109.4% compared to the US average, Maryland offers competitive salaries that offset the higher cost of living.
The top machine learning programs in the state are led by University of Maryland-College Park, University of Maryland-Baltimore County, Towson University, each offering distinct advantages in terms of program size, graduation rates, and industry connections.
Based on 13 programs from IPEDS 2023, BLS OES May 2024
Machine Learning degree completions indicating program size, faculty, and resources (IPEDS 2023)
6-year completion rate from IPEDS 2023
Admission rate from IPEDS 2023 (lower = more selective)
Maryland-specific salaries from BLS OES May 2024
Maryland Machine Learning Programs Rankings 2025
| Rank | ||||||
|---|---|---|---|---|---|---|
| 1 | University of Maryland-College Park | College Park, MD | Public | $9,889 | 84% | 88 |
| 2 | University of Maryland-Baltimore County | Baltimore, MD | Public | $9,238 | 90% | 61.9 |
| 3 | Towson University | Towson, MD | Public | $7,382 | 91% | 61.7 |
| 4 | United States Naval Academy | Annapolis, MD | Public | $0 | — | 55 |
| 5 | Johns Hopkins University | Baltimore, MD | Private | $62,840 | — | 54.3 |
| 6 | Loyola University Maryland | Baltimore, MD | Private | $55,480 | 92% | 50.5 |
| 7 | Hood College | Frederick, MD | Private | $45,120 | 84% | 47.5 |
| 8 | Coppin State University | Baltimore, MD | Public | $4,933 | — | 43 |
| 9 | Washington Adventist University | Takoma Park, MD | Private | $23,400 | — | 41.5 |
| 10 | Washington College | Chestertown, MD | Private | $52,146 | — | 39 |
| 11 | Frostburg State University | Frostburg, MD | Public | $7,110 | — | 37.3 |
| 12 | Morgan State University | Baltimore, MD | Public | $5,587 | 52% | 37.2 |
| 13 | Women's Institute of Torah Seminary and College | Baltimore, MD | Private | $9,000 | 2% | 21 |
Top 5 Machine Learning Programs in Maryland: Side-by-Side
| School | UMD College Park | UMBC | Towson | United States Naval Academy | Johns Hopkins |
|---|---|---|---|---|---|
| Rank | #1 | #2 | #3 | #4 | #5 |
| In-State Tuition | $9,889 | $9,238 | $7,382 | $0 | $62,840 |
| Graduation Rate | 84% | 90% | 91% | N/A% | N/A% |
| Annual Graduates | 873 | 151 | 176 | 40 | 31 |
| Acceptance Rate | 45% | 74% | 83% | 9% | 8% |
| Type | Public | Public | Public | Public | Private |
| Score | 88.0/100 | 61.9/100 | 61.7/100 | 55.0/100 | 54.3/100 |
Best Bachelor's Degree Programs in Machine Learning in Maryland
Maryland offers 11 bachelor's-level machine learning programs. The top schools for undergraduate study are University of Maryland-College Park, University of Maryland-Baltimore County, Towson University. These programs prepare students for entry-level positions paying approximately $85,694 in the Maryland market.
A bachelor's in machine learning typically requires 120-128 credit hours and takes 4 years to complete. For national rankings, see our Best Machine Learning Bachelor's Programs guide.
Top 3 Machine Learning Bachelor's Programs in Maryland
| School | Tuition | Grad Rate | Graduates | Score |
|---|---|---|---|---|
| #1 UMD College Park | $9,889 | 84% | 873 | 88.0 |
| #2 UMBC | $9,238 | 90% | 330 | 69.2 |
| #3 Towson | $7,382 | 91% | 176 | 61.7 |
Top Machine Learning Schools for Master's Degrees in Maryland
For graduate study, Maryland offers 7 master's-level machine learning programs. Leading institutions include University of Maryland-College Park, University of Maryland-Baltimore County, Johns Hopkins University. A master's degree can boost earning potential by 15-25%, with senior roles in Maryland reaching $159,146 or more.
Top 3 Machine Learning Master's Programs in Maryland
| School | Tuition | Grad Rate | Graduates | Score |
|---|---|---|---|---|
| #1 UMD College Park | $9,889 | 84% | 117 | 83.6 |
| #2 UMBC | $9,238 | 90% | 151 | 61.9 |
| #3 Johns Hopkins | $62,840 | N/A% | 31 | 54.3 |
Most Affordable Machine Learning Colleges in Maryland
For budget-conscious students, the most affordable machine learning programs in Maryland are at Coppin State University ($4,933/year), Morgan State University ($5,587/year), Frostburg State University ($7,110/year). These programs offer strong ROI given Maryland's competitive tech salaries.
At Coppin State University, a 4-year degree costs approximately $19,732 in tuition alone. With entry-level salaries around $85,694, graduates can typically recoup their investment within 0.4 years. See our Most Affordable Machine Learning Programs for national comparisons.
Most Affordable Machine Learning Programs in Maryland (with ROI)
| School | Annual Tuition | 4-Year Cost | Payback Period | Type |
|---|---|---|---|---|
| #1 Coppin State | $4,933 | $19,732 | 0.4 years | Public |
| #2 Morgan State | $5,587 | $22,348 | 0.4 years | Public |
| #3 Frostburg State | $7,110 | $28,440 | 0.6 years | Public |
Detailed Program Spotlights: Inside the Top 5 Machine Learning Schools in Maryland
Below are detailed profiles of the top 5 machine learning programs in Maryland, including admissions requirements, curriculum highlights, career outcomes, and what makes each program unique. Data sourced from official university websites and IPEDS 2023.
University of Maryland-College Park
College Park, MD • Public
Program Highlights
- • Annual Tuition: $9,889 (in-state)
- • Graduation Rate: 84% (IPEDS 2023)
- • Machine Learning Graduates: 873 annually
- • Acceptance Rate: 45%
- • Ranking Score: 88.0 / 100
Program Strengths
- 84% graduation rate
- 873 machine learning graduates annually
- Public institution
- Overall score: 88.0 / 100
Why Ranked #1
Ranked #1 based on graduation rate (84%), program size (873 graduates), state salary outcomes ($122,420), and selectivity (45% acceptance rate). Data from IPEDS 2023 and BLS OES 2024.
Why Choose This Program
The Machine Learning specialization requires comprehensive foundational coursework including linear algebra and provides advanced courses in AI, computer vision, natural language processing, and deep learning. Students must complete requirements from at least 3 different computer science areas, ensuring broad technical competency.
Available Scholarships
Admission Prerequisites
- •MATH140 (Calculus I)
- •MATH141 (Calculus II)
- •CMSC131 (Object-Oriented Programming I)
- •CMSC132 (Object-Oriented Programming II)
- •CMSC216 (Introduction to Computer Systems)
- •CMSC250 (Discrete Structures)
- •CMSC330 (Organization of Programming Languages)
- •CMSC351 (Algorithms)
- •STAT4XX with MATH141 prerequisite
- •MATH240 (Linear Algebra)
Admissions
- Min GPA: 2.0
- Transfer Friendly
Career Outcomes
- Job Placement: 75%
Available Specializations / Concentrations
University of Maryland-Baltimore County
Baltimore, MD • Public
Program Highlights
- • Annual Tuition: $9,238 (in-state)
- • Graduation Rate: 90% (IPEDS 2023)
- • Machine Learning Graduates: 151 annually
- • Acceptance Rate: 74%
- • Ranking Score: 61.9 / 100
Program Strengths
- 90% graduation rate
- 151 machine learning graduates annually
- Public institution
- Overall score: 61.9 / 100
Why Ranked #2
Ranked #2 based on graduation rate (90%), program size (151 graduates), state salary outcomes ($122,420), and selectivity (74% acceptance rate). Data from IPEDS 2023 and BLS OES 2024.
Why Choose This Program
UMBC offers graduate programs in electrical and computer engineering with faculty experts connected to industry and government agencies in the Washington, DC area. The location between Washington D.C. and Baltimore provides unique opportunities for real-world experience in key industries like healthcare, biotechnology, and professional services.
Admissions
- Min GPA: 3.5
Available Specializations / Concentrations
Towson University
Towson, MD • Public
Program Highlights
- • Annual Tuition: $7,382 (in-state)
- • Graduation Rate: 91% (IPEDS 2023)
- • Machine Learning Graduates: 176 annually
- • Acceptance Rate: 83%
- • Ranking Score: 61.7 / 100
Program Strengths
- 91% graduation rate
- 176 machine learning graduates annually
- Public institution
- Overall score: 61.7 / 100
Why Ranked #3
Ranked #3 based on graduation rate (91%), program size (176 graduates), state salary outcomes ($122,420), and selectivity (83% acceptance rate). Data from IPEDS 2023 and BLS OES 2024.
Why Choose This Program
Towson University's computer programs offer extensive research opportunities across cutting-edge areas like artificial intelligence, cybersecurity, and data mining, supported by over 20 computing labs and 40+ full-time faculty. The department provides multiple specialization tracks and maintains ABET accreditation for its computer science programs.
Program Accreditations & Designations
Admissions
- Min GPA: 2.0
- Transfer Friendly
Available Specializations / Concentrations
United States Naval Academy
Annapolis, MD • Public
Program Highlights
- • Annual Tuition: $0 (in-state)
- • Graduation Rate: N/A% (IPEDS 2023)
- • Machine Learning Graduates: 40 annually
- • Acceptance Rate: 9%
- • Ranking Score: 55.0 / 100
Program Strengths
- N/A% graduation rate
- 40 machine learning graduates annually
- Public institution
- Overall score: 55.0 / 100
Why Ranked #4
Ranked #4 based on graduation rate (N/A%), program size (40 graduates), state salary outcomes ($122,420), and selectivity (9% acceptance rate). Data from IPEDS 2023 and BLS OES 2024.
Why Choose This Program
USNA's Computer Science Department is nationally recognized with full scholarship funding and offers cutting-edge research opportunities including AI, machine learning, and high performance computing with direct contributions to Naval operations. Students work on real-world projects that have saved the Navy millions in contracting fees while preparing for guaranteed officer positions.
Available Scholarships
Career Outcomes
- Job Placement: 100% Post Graduation Employment
Available Specializations / Concentrations
Johns Hopkins University
Baltimore, MD • Private
Program Highlights
- • Annual Tuition: $62,840 (in-state)
- • Graduation Rate: N/A% (IPEDS 2023)
- • Machine Learning Graduates: 31 annually
- • Acceptance Rate: 8%
- • Ranking Score: 54.3 / 100
Program Strengths
- N/A% graduation rate
- 31 machine learning graduates annually
- Private institution
- Overall score: 54.3 / 100
Why Ranked #5
Ranked #5 based on graduation rate (N/A%), program size (31 graduates), state salary outcomes ($122,420), and selectivity (8% acceptance rate). Data from IPEDS 2023 and BLS OES 2024.
Why Choose This Program
Johns Hopkins offers one of the nation's first online artificial intelligence master's programs, developed with expertise from the Johns Hopkins Applied Physics Lab. The program combines theoretical concepts with practical knowledge and is taught by top-level researchers, scientists, and engineers.
Admission Prerequisites
- •Single variable and multivariable calculus
- •One semester/term of linear algebra
- •One semester/term of probability and statistics
- •One semester/term of Python
Program Details
- Credits: 30 credits
Available Specializations / Concentrations
Career Paths
Software Developer
SOC 15-1252Software Developer opportunities in Maryland with strong job growth.
Data Scientist
SOC 15-2051Data Scientist opportunities in Maryland with strong job growth.
DevOps Engineer
SOC 15-1244DevOps Engineer opportunities in Maryland with strong job growth.
AI/ML Engineer
SOC 15-1299AI/ML Engineer opportunities in Maryland with strong job growth.
Cybersecurity Analyst
SOC 15-1212Cybersecurity Analyst opportunities in Maryland with strong job growth.
Which Should You Choose?
- You want access to tech jobs in Baltimore, Bethesda, Rockville
- You're seeking competitive salaries ($122,420 median)
- You want to work at companies like NSA or Lockheed Martin
- You prefer Maryland's quality of life
- You prioritize highest possible salary (consider CA, WA, NY)
- You want more program options (CA has 100+ vs Maryland's 13)
- You're looking for lower cost of living (consider TX, NC, GA)
Other Tech Degree Programs in Maryland
Explore artificial intelligence programs in Maryland
Explore data science programs in Maryland
Explore data analytics programs in Maryland
Explore cybersecurity programs in Maryland
Explore information security programs in Maryland
Explore software engineering programs in Maryland
Explore computer science programs in Maryland
Explore computer engineering programs in Maryland
Explore information technology programs in Maryland
Machine Learning Programs in Other States
California
Texas
New York
Florida
Illinois
Pennsylvania
Georgia
Massachusetts
Machine Learning in Maryland FAQ
Related Resources
Data Sources & Methodology
Integrated Postsecondary Education Data System - program completions, graduation rates, tuition, admissions
Bureau of Labor Statistics Occupational Employment and Wage Statistics - Maryland salary data
2023-2033 occupational outlook and growth projections
Program-specific admissions, curriculum, and career outcome data
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