Understanding Text Embeddings in Machine Learning

This video explores the concept of text embeddings in machine learning, explaining their purpose and how they are used. Additional resources include a code lab and information on vector embeddings.

Understanding Text Embeddings in Machine Learning
Google Cloud Tech
22.1K views β€’ Oct 10, 2024
Understanding Text Embeddings in Machine Learning

About this video

Code lab β†’ https://goo.gle/48fmoxj
Vector embeddings β†’ 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

Watch more Real Terms for AI β†’ https://goo.gle/AIwordsExplained
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Speakers: Aja Hammerly, Jason Davenport
Products Mentioned: Cloud - AI and Machine Learning - Vertex AI

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Video Information

Views

22.1K

Likes

425

Duration

4:48

Published

Oct 10, 2024

User Reviews

4.6
(4)
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