Affiliate disclosure

AI Course Signal is a free tool. To keep it free, some outbound links on this site are affiliate links: if you click one and later buy, we may earn a commission at no additional cost to you. Affiliate links are always marked in code with rel="sponsored" and disclosed near where they appear.

Affiliate links

Some outbound links are affiliate links — we may earn a commission from course providers at no cost to you. Other courses we recommend (such as the free fast.ai and Hugging Face courses) earn us nothing; we recommend them when they're genuinely the right answer.

How this affects recommendations

It doesn't change the ranking rules. The matching engine scores courses against your answers with fixed, published weights — there is no input for commission size. A course that doesn't fit your goal, experience, or budget is penalized or excluded regardless of any affiliate relationship.

Your privacy

The quiz runs entirely in your browser and your answers are never sent to a server or stored by us. We use a first-party, anonymous measurement tool for page, quiz-progress, and link-click counts. It stores no names, emails, IP addresses, user agents, complete URLs, or cross-site identifiers. You can turn it off in the footer. Your result is encoded in the page URL and remains under your control.

Editorial standards

Course information is based on publicly verifiable sources — official syllabi, pricing pages, and published formats. We never invent first-hand learning experiences. In-depth, structured reviews live on our sister site, aicourserank.com.