How Vector Embeddings Work (with 3D Visualization) | AI for Beginners

Discover how vector embeddings power your favorite apps, from Netflix recommendations to advanced AI models! In this video, we’ll break down:
• What vector embeddings are and how they work
• How to create embeddings from scratch (including a 3D visualization with Python code, here: https://drive.google.com/file/d/12sOZ...)
• The role of vector databases in AI

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🌟***TIMESTAMPS***🌟
00:00 – How vector embeddings make you binge Netflix
00:27 – What is a vector embedding?
01:13 – Vectors vs. embeddings
02:56 – How are embeddings created?
03:44 – Creating an embedding from scratch
04:08 – Identifying dimensions for an embedding model
05:13 – Python code to create a 3D visualization of vector embeddings
07:08 – What is a vector database?
07:39 – An example of using vector embeddings and vector databases