Azure AI Data and AI Models Flashcards
What is Batch Deployment
Deploying an AI model to process data in batches rather than real time
What is Model Underfitting
When a model is too simple and fails to capture patterns in the training data
What is Data Preprocessing
What is Inference in AI
When a model learns the training data too well and performs poorly on unseen data
The process of selecting creating or transforming variables to improve model performance
What is Model Overfitting
What is Feature Engineering
Using a trained model to make predictions or decisions based on new data
The process of cleaning transforming and preparing raw data for use in AI models