AI Domains & Predictive Techniques (Class 7 CBSE)

Vocabulary-style flashcards covering AI techniques, domains, and practical applications based on the Class 7 CBSE curriculum.

Clustering

An AI technique where similar data is grouped together without predefined labels.

Classification

A predictive technique where data is divided into categories based on patterns, resulting in discrete output.

Regression

A predictive technique used to predict continuous numerical values.

NLP (Natural Language Processing)

An AI domain that helps machines understand and respond to human language, used in chatbots and translation tools.

Computer Vision

An AI domain that enables machines to understand and analyze images and videos, used in face recognition and object detection.

Data Science

An AI domain involving the collection and analysis of data to find useful insights for decision-making.

Email spam detection

A specific example of classification where emails are categorized as spam or not spam.

Temperature prediction

An example of a regression technique used to predict numbers.

Discrete output

The type of output produced by classification techniques.

Continuous output

The type of output produced by regression techniques.

Grouping customers

An example of clustering based on shopping behavior.

Labeled data

Data used in classification to assign categories, as opposed to clustering which uses no labeled data.