What are text embeddings?

Описание: Code lab → https://goo.gle/48fmoxj
Vector embeddings → https://goo.gle/3Y0XNY6

This video explores the world of embeddings in machine learning, explaining how they transform complex data like text and images into numerical representations. Watch along as Aja and Jason from Google delve into real-world use cases and demonstrate the power of embeddings.

Chapters:
0:00 - Intro
0:31 - What are vectors?
1:57 - Practical applications of embeddings
2:52 - Creating embeddings
3:47 - Demo
4:12 - Learn more

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Speakers: Aja Hammerly, Jason Davenport
Products Mentioned: Cloud - AI and Machine Learning - Vertex AI