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Glossary of Machine Learning and AI
Data Science and Analytics
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About
This dataset provides a glossary of artificial intelligence. It is a ready-to-use collection of definitions for terms and concepts relevant to the study of artificial intelligence, including its sub-disciplines and related fields [1, 6]. It serves as a foundational resource for understanding AI terminology [1].
Columns
The dataset is expected to contain various fields that define and describe AI-related terms. Based on typical glossary structures, this could include:
- High_dimensional_embeddings: Potentially unique identifiers or numerical representations for terms.
- Description in Glossary: The primary definition or explanation of a term as found in a dedicated glossary.
- Description in Wikipedia article: An alternative or more detailed description of the term as it appears in a Wikipedia article.
- unique values: Could indicate a count of distinct entries or specific data points related to a term.
Distribution
The dataset is structured as a list of AI terms and their associated definitions and descriptions [1, 6]. The exact number of rows or records is not specified in the sources. The data is available on the Opendatabay platform [6]. The typical format for data files on this platform is CSV, though the specific format for this dataset is not detailed [2].
Usage
This dataset is ideally suited for various applications, including:
- Educational purposes: Helping students and new learners grasp fundamental AI concepts.
- Research and development: Providing a quick reference for AI terminology in projects.
- Natural Language Processing (NLP) tasks: Building understanding models for AI-related texts.
- Developing AI applications: Ensuring consistent and accurate use of terminology.
- Content creation: Assisting in writing articles or documentation related to AI.
Coverage
The glossary's scope is global, meaning the terms and definitions are generally applicable without specific geographic limitations [7]. The sources do not specify a particular time range for the data's collection or update frequency, nor do they detail specific demographic coverage [7].
License
CC0
Who Can Use It
This dataset is intended for a wide range of users, including:
- Data Scientists: For quick reference and contextual understanding of AI terms.
- AI Researchers: To ensure consistency in terminology across studies.
- Students: As a valuable learning resource for AI courses.
- Developers: For integrating AI concepts into applications and understanding technical documentation.
- Content Creators: For accurate and precise writing on AI topics.
Dataset Name Suggestions
- Wikipedia AI Glossary
- Artificial Intelligence Terminology
- AI Concepts & Definitions
- Glossary of Machine Learning and AI
- AI Lexicon
Attributes
Original Data Source: Wikipedia AI Glossary
QUALITY