Occasional Contributor

Hello, the page for the Azure AI Engineer Associate certification says, "Candidates for this certification should be proficient in C# or Python and should be able to use REST-based APIs and SDKs to build computer vision, natural language processing, knowledge mining, and conversational AI solutions on Azure." The page also lists a number of learning paths to prepare for the AI-102 exam.

What I'm wondering is: What additional knowledge (of C#, Python, etc.) that is not covered in the learning paths listed is required for the exam? The skills outline document doesn't specify this either.