These are the best universities to pursue a Ph.D. in machine learning, with research rankings in AI and machine learning research.
| Research Ranking in Machine Learning | University | Research Ranking in AI | Program Name |
|---|---|---|---|
| 1 | Carnegie Mellon University | 1 | Ph.D. in Machine Learning |
| 2 | University of California — Berkeley | 12 | Ph.D. in EECS |
| 3 | Stanford University | 3 | Ph.D. in Computer Science |
| 4 | Massachusetts Institute of Technology | 5 | Ph.D. in EECS |
| 5 | Cornell University | 2 | Ph.D. in Computer Science |
| 6 | University of California — San Diego (UCSD) | 12 | Ph.D. in Computer Science |
| 7 | University of Illinois at Urbana-Champaign (UIUC) | 4 | Ph.D. in Computer Science |
| 8 | University of California — Los Angeles (UCLA) | 8 | Ph.D. in Computer Science |
| 9 | Georgia Institute of Technology | 9 | Ph.D. in Machine Learning |
| 10 | University of Washington | 6 | Ph.D. in Computer Science |
Program Name: Ph.D. in Machine Learning
Duration: 4 to 5+ years
Location: Pittsburgh, Pennsylvania
Core courses: Advanced machine learning, statistics, research, statistical machine learning, data analysis, artificial intelligence.
Tracks available: Ph.D. in Machine Learning, Ph.D. in Statistics and Machine Learning, Ph.D. in Machine Learning and Public Policy, Ph.D. in Neural Computation and Machine Learning, Ph.D. in Computer Science, and others.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, robotics, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in EECS
Duration: 5 to 6+ years
Location: Berkeley, California
Core courses: Computer architecture and logic design, computer science, high-level mathematics, electrical engineering basis, artificial intelligence. Tracks available: Ph.D. in EECS.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in Computer Science
Duration: 4 to 6+ years
Location: Stanford, California
Core courses: Mathematical and theory foundations, computer systems, applications, research, artificial intelligence. Tracks available: Ph.D. in Computer Science.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in EECS
Duration: 4–6+ years
Location: Cambridge, Massachusetts
Core courses: Computer architecture and logic design, computer science, high-level mathematics, electrical engineering basis, artificial intelligence. Tracks available: Ph.D. in Computer Science.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in Computer Science
Duration: 4 to 6+ years
Location: Ithaca, New York
Core courses: Mathematical and theory foundations, computer systems, applications, research, artificial intelligence. Tracks available: Ph.D. in Computer Science.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in Computer Science
Duration: 4 to 6+ years
Location: San Diego, California
Core courses: Computer architecture and logic design, computer science, high-level mathematics, electrical engineering, artificial intelligence, machine learning. Track available: Ph.D. in Computer Science.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in Computer Science
Course Duration: 4 to 6+ years
Location: Champaign, Illinois
Core courses: Computer architecture and logic design, computer science, high-level mathematics, electrical engineering, artificial intelligence, machine learning. Tracks available: Ph.D. in Computer Science.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in Computer Science
Duration: 5 to 6+ years
Location: Los Angeles, California
Core courses: Computer architecture and logic design, computer science, high-level mathematics, electrical engineering basis, artificial intelligence. Tracks available: Ph.D. in EECS.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in Machine Learning
Course Duration: 4 to 6+ years
Location: Atlanta, Georgia
Core courses: Advanced machine learning, statistics, research, statistical machine learning, data analysis, artificial intelligence. Tracks available: Ph.D. in Machine Learning, Ph.D. in Algorithms, Combinatorics, and Optimization, Ph.D. in Computer Science, Ph.D. in Computer Science and Engineering.
Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.
Program Name: Ph.D. in Computer Science
Duration: 4 to 6+ years
Location: Seattle, Washington
Core courses: Computer architecture and logic design, computer science, high-level mathematics, electrical engineering basis, artificial intelligence, data science, machine learning, applied machine learning, statistical analysis.
Tracks available: Ph.D. in Computer Science, Ph.D. in Data Science. Focus areas: Machine learning, artificial intelligence, NLP, computer vision, deep learning, data mining, web and information retrieval, and others.