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.

Google Cloud Tech22.1K views4:48

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About this video

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 Watch more Real Terms for AI → https://goo.gle/AIwordsExplained Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech #GenerativeAI #GoogleCloud Speakers: Aja Hammerly, Jason Davenport Products Mentioned: Cloud - AI and Machine Learning - Vertex AI

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22.1K

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425

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Duration
4:48

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Published
Oct 10, 2024

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hd

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