How to Choose an AI Program

Start from the outcome, not the label

Programs called "AI" differ more than their titles suggest. Decide first what you need: a degree for a regulated or academic path, a credential for a career change, or a specific skill for your current job.

A checklist that separates look-alike programs

1. Credential. Is the award a degree, an academic certificate, a professional credential, or a completion certificate from the provider? These are different things and are not interchangeable.
2. Who awards it. The teaching provider, the awarding institution and the hosting platform can be three different organizations. Check which one issues the credential.
3. Credit. Does the program carry academic credit, and can it be counted toward a later degree? Ask the institution in writing.
4. Prerequisites. Look for what is required in programming, mathematics, prior degrees and work experience. If an official page lists nothing, that does not mean there are no requirements.
5. Curriculum depth. A program with a published curriculum, projects and assessment tells you more than a promotional summary.
6. Format and time. Separate the teaching duration from the period you have access to materials, and note any required campus visits, examinations or residencies.
7. Total cost. Compare like with like: a monthly subscription is not the cost of finishing a program.
8. Eligibility. Online programs are not automatically open to residents of every country or state.

Use the directory's labels

Each program page here shows the credential type, credit status, prerequisites as stated, the access model and the date the facts were checked. Where a fact is missing it says so.