AWS AI Practitioner (AIF-C01) Flashcards: 306 Key Terms
306 flashcards for the AWS Certified AI Practitioner 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 Domain 1 cards (Fundamentals of AI and ML) are free, no sign-up. The other domains come with the full AWS Certified AI Practitioner Study Kit.
Free Domain 1 cards: 71 terms
- Artificial intelligence
- Machine learning
- Deep learning
- Neural network
- Generative AI
- Large language model
- Agentic AI
- Algorithm
- Model
- Training
- Inference
- Fit: over and under
- Bias
- Fairness
- Computer vision
- Natural language processing
- Real-time
- Batch
- Asynchronous
- Serverless
- Labeled
- Unlabeled
- Structured
- Unstructured
- Supervised
- Unsupervised
- Reinforcement
- When AI adds value
- When AI is the wrong tool
- Traditional ML
- Foundation model
- Regression
- Classification
- Clustering
- Fraud detection
- Forecasting
- Recommendations
- Knowledge bases
- Speech recognition
- SageMaker AI
- Amazon Transcribe
- Amazon Polly
- Amazon Translate
- Amazon Comprehend
- Amazon Lex
- Amazon Rekognition
- Amazon Textract
- Amazon Personalize
- Amazon Kendra
- Collect data
- Prepare and explore
- Engineer features
- Train
- Tune
- Evaluate
- Deploy
- Monitor
- Open-source pre-trained
- Custom, from scratch
- Managed API
- Self-hosted API
- Amazon Bedrock
- Amazon Quick
- Kiro
- MLOps practices
- Monitoring and retraining
- Accuracy
- Precision
- Recall
- F1 score
- Business metrics
See how these terms connect on the free Domain 1 Concept Map. New to the exam? Read the AIF-C01 study guide.