Certificate Verification

Understand how AI recognizes what is in a picture, in plain language with no code and no math. Learn how a computer turns a photo into numbers, how it learns patterns from examples, and the core vision tasks: image classification, object detection, face recognition, and OCR. See where computer vision shows up in daily life, why it fails, and how to spot bias. Finish by testing a multimodal chatbot's vision yourself. This course is about recognizing images, not generating them.