Compare Machine Learning & AI Programs
Compare 771 degrees, certificates, and courses from 475 universities and education providers in 61 countries.
Why Use ML Degrees?
Explore programs by qualification, location, study format, and estimated cost, with links to official program information.
Compare Education Paths
Browse university degrees alongside certificates and independent courses. Check each provider for accreditation, entry requirements, and the qualification awarded.
Understand Cost Categories
Compare broad cost categories, from free courses to paid degrees. Funded PhDs are listed separately; eligibility, funding duration, fees, and living costs vary by program.
Put Value Ratings in Context
Value ratings are estimates based on cost, provider reputation, and program type. Use them as a starting point, alongside curriculum and personal fit, rather than a prediction of earnings.
All Programs
| Program ↑ | Type ↕ | Cost ↕ | Value ↕ |
|---|---|---|---|
| Agents CourseHugging Face | Certificate | Free | Excellent |
| AI & Machine Learning BootcampSimplilearn | Certificate | Medium | Good |
| AI & ML Learning PathsO'Reilly Media | Certificate | Medium | Good |
| AI and Machine Learning CourseIntellipaat | Certificate | Low | Good |
| AI Engineer PathScrimba | Certificate | Low | Good |
| AI Ethics and Society MScUniversity of Leeds | Master's | Medium | Good |
| AI Executive AcademyMIT Sloan | Certificate | High | Excellent |
| AI for EveryoneDeepLearning.AI | Certificate | Low | Excellent |
| AI for ExecutivesUC Berkeley | Certificate | Medium | Excellent |
| AI for Good SpecializationDeepLearning.AI | Certificate | Low | Good |
| AI for Senior ExecutivesMIT xPRO | Certificate | High | Excellent |
| AI for the study of Environmental Risks (AI4ER)University of Cambridge | PhD | Funded | Excellent |
| AI Leadership AcceleratorUC Berkeley | Certificate | Medium | Excellent |
| AI Programming with Python NanodegreeUdacity | Certificate | Low | Good |
| AI-Assisted Development CourseFaster.dev | Certificate | Medium | Good |
| AI/ML Academy BootcampMakerere University | Certificate | Low | Good |
| Apple Core ML and Create ML TrainingApple | Certificate | Free | Excellent |
| Applied Data Science with Python Specialization (UMich)Coursera | Certificate | Low | Good |
| Artificial Intelligence Professional ProgramStanford University | Certificate | Medium | Good |
| Artificial Intelligence, B.S.Adelphi University | Bachelor's | High | Fair |
Showing 20 of 771 programs. Click column headers to sort.