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Master key concepts with interactive flashcards
What is Azure Cognitive Services?
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A collection of pre-built AI services that enable developers to add AI capabilities to applications without having direct AI or data science skills. Includes services for vision, speech, language, and decision making.
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Azure AI Engineer (AI-102) is a Microsoft certification. These facts come from the current exam guide and are the numbers to plan around.
| Domain | Weight | What to focus on |
|---|---|---|
| Implement NLP Solutions | 25% | Text analytics, Language understanding, Speech services |
| Implement Generative AI Solutions | 25% | Azure OpenAI Service, Prompt engineering, RAG patterns |
| Implement Computer Vision Solutions | 20% | Image analysis, Video analysis, Custom Vision |
| Plan and Manage Azure AI Solutions | 15% | Resource provisioning, AI solution architecture, Security and compliance |
| Implement Knowledge Mining | 15% | Azure Cognitive Search, Document Intelligence, Custom skills |
Yes. You can start AI-102 practice and flashcards free without creating an account. A free account keeps your progress, and the full bank (300+ questions) unlocks with a subscription.
They cover all 5 domains of the AI-102 exam: Implement NLP Solutions (25%), Implement Generative AI Solutions (25%), Implement Computer Vision Solutions (20%), Plan and Manage Azure AI Solutions (15%), Implement Knowledge Mining (15%). Each section is weighted in the same proportion as the real exam, so nothing high-value is buried.
The AI-102 exam has approximately 50 questions in 120 minutes, with a passing score of 700. Use the practice questions to confirm you are consistently above that line before booking the real exam.
Study in short, spaced sessions: a card you have not seen for two days is worth more than a card you reread immediately. Filter by Implement NLP Solutions first, then mix domains so you practise identifying the topic before recalling the definition.
They are the recall half of preparation. Pair the cards with practice questions and at least one timed practice exam — candidates who only review cards usually recognise terms but miss scenario questions.