Dataset

AI fundamentals

A dataset is a structured collection of data gathered to train or evaluate an AI model: question-answer pairs, annotated images, sales histories. Building it (size, diversity, annotation quality) is often the most decisive step of a machine-learning project.

In practice at Gensai

Gensai builds business datasets for its RAG systems and evaluations: internal documents, FAQs, transcripts validated with the client.

Same theme

Artificial intelligence (AI)Algorithm Data Model (AI)Machine learning Deep learning Neural network Supervised learning Unsupervised learning Reinforcement learning Classification Regression Prediction Training Inference Parameters Hyperparameters Bias (AI)

Definition written with AI assistance, checked by Sébastien Lecocq, co-founder of Gensai.

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