data-preprocessing

A sequence of data processing steps for machine learning workflows.

evaluation

A graphical representation of a model's trade-off between precision and recall.

Data Analysis

The use of statistical techniques to forecast future events based on historical data.

Data Science

A dimensionality reduction technique used to simplify datasets while preserving variance.

data-analysis

A dimensionality reduction technique that transforms data into a set of orthogonal components.

Optimization

Prompt caching reuses a previously processed prompt prefix so repeated requests with the same context can be faster and cheaper.

Inference

Prompt engineering is the practice of structuring instructions, context, and formats to get reliable model behavior.

Safety

Prompt injection is an attack or failure mode where untrusted text tries to override system instructions or steer a model into unsafe behavior.

Machine Learning

The process of removing unnecessary parameters from a neural network to create a more efficient model.