The new dimension of AI: Vector Databases (Ep. 236)
Data Science at Home
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The Importance of Vectors in Machine Learning and AI
This chapter discusses the importance of using vectors in machine learning and AI models to represent unstructured and diverse data such as text, images, videos, and audio. It mentions how companies like Netflix have been using vector databases for recommendation systems and how images can be represented as vectors for semantic search. The chapter also covers the use of vectors in text analysis, highlighting the Word2Vec algorithm.
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