Knowledge Graphs


Knowledge Graphs are a type of database that stores information in a graph format, where nodes represent entities and edges represent relationships between them. In Data Science and Artificial Intelligence, Knowledge Graphs are used to represent and reason about complex systems, such as natural language processing, recommendation systems, and search engines. They enable machines to understand the meaning of data and make intelligent decisions based on it. Knowledge Graphs are built using a combination of machine learning, natural language processing, and semantic web technologies. They are often used in conjunction with other AI techniques, such as deep learning and reinforcement learning, to create more advanced systems.


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