Candidates appearing for the AI-100 certification exam must possess knowledge in the following areas: Understanding of components required for accessible data storage options and Azure AI portfolio Anticipating scenarios for designing custom API to cater to specific requirements Knowledge for recommending solutions that employ open-source technologies Design and implementation of Azure Cognitive Services and AI apps