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Vocabulary

Understand the term. Connect the concept.

A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

Linked concepts open in a new tab. Audio reads the definition and example.

Ground Truth

Data & Datasets · Level 2 of 5

Ground Truth

The reference answer treated as correct for a task.

The reference may still contain measurement error or disagreement.

Example

Human-checked object boxes serve as evaluation references.

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Audio transcript

Ground Truth. The reference answer treated as correct for a task. The reference may still contain measurement error or disagreement. For example: Human-checked object boxes serve as evaluation references.

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This helps you prevent misleading experiments caused by data preparation and split mistakes.

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Put the terminology into context: How AI works · Machine-native representations · All learning paths

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