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Home / Glossary / Unstructured Data

What is Unstructured Data?

Unstructured data refers to data that does not follow a predefined format, such as text, images, videos, and social media posts. It requires advanced processing techniques like NLP and deep learning for analysis.

Related Glossaries

  • Release State Release State refers to an immutable and identifiable data state fixed for AI execution. The same release state should always point to the same condition, making it a stable reference for reproducibility and comparison.
  • LLM (Large Language Model) LLM (Large Language Model) is an advanced deep learning AI model trained on vast amounts of text data to understand and generate human-like text. LLMs, such as GPT and BERT, are widely used in chatbots, content creation, search engines, and…
  • Test data Test data refers to datasets used to evaluate the performance and accuracy of machine learning models. It is separate from training data and ensures that AI systems generalize well to new, unseen data.
  • Algorithmic bias Algorithmic bias occurs when an AI system produces prejudiced results due to biased training data or flawed algorithms. This can lead to unfair outcomes in decision-making processes, such as hiring or lending, necessitating fairness and bias mitigation techniques in AI…
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