Azure AI Fundamentals (AI-901) Flashcards: 138 Key Terms
138 flashcards for the Microsoft Azure AI Fundamentals (AI-901) exam, one for every key term of the Concept Maps. Flip a card, say how well you knew it, and spaced repetition brings it back just before you would forget it: after 1 day, then 3, 7 and 16 days. Once you know a term, you also get the reverse card: the description, and you find the term. Your progress stays on your own device.
The Section 1 cards (Identify AI concepts and capabilities) are free, no sign-up. The other sections come with the full Microsoft Azure AI Fundamentals (AI-901) Study Kit.
Free Section 1 cards: 69 terms
- Fairness
- Reliability and safety
- Privacy and security
- Inclusiveness
- Transparency
- Accountability
- Per-group evaluation
- Edge-case and adversarial testing
- Human in the loop
- Confidence threshold
- Data minimization and redaction
- AI disclosure
- Guardrails (content filters)
- Token
- Embedding
- Attention (transformer)
- Next-token prediction
- Hallucination
- Context window
- Stateless calls (conversation history)
- Large language model (LLM)
- Small language model (SLM)
- Reasoning model
- Multimodal model
- Embedding model
- Image generation model
- Model catalog
- Models sold by Azure
- Models from partners and community
- Retrieval-augmented generation (RAG)
- Fine-tuning
- Global Standard
- Data Zone Standard
- Provisioned throughput
- Global Batch
- Tokens-per-minute (TPM) quota
- Temperature
- Max output tokens
- Reasoning effort
- Generative AI
- AI agent
- Knowledge tool
- Action tool
- Multi-agent system
- Indirect prompt injection
- Keyword extraction
- Entity detection (NER)
- Sentiment analysis
- Extractive summarization
- Abstractive summarization
- Language detection
- PII detection
- Lemmatization
- Speech recognition (speech to text)
- Speech synthesis (text to speech)
- Real-time transcription
- Batch transcription
- Speech translation
- Custom speech
- Prosody
- Text normalization
- Voice Live
- Image classification
- Object detection
- Semantic segmentation
- Optical character recognition (OCR)
- Field extraction
- Template-based extraction
- Content Understanding
See how these terms connect on the free Section 1 Concept Map. New to the exam? Read the AI-901 study guide.