Machine Learning Embeddings with Edo Liberty
How can you tell if two images are similar? What about two videos, or two podcast episodes? Finding similar items in a data set is the foundation of Search, Recommendations, Spam Fighting, and many other areas of machine learning. To do this, we need some
Programming Throwdown · Patrick Wheeler and Jason Gauci with Edo Liberty
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Show Notes
00:00:24 Introduction
00:02:19 Edo's Background
00:08:20 What are Embeddings?
00:14:00 Self-Organizing Maps & how humans store data
00:22:27 The lifecycle of a machine learning system
00:34:40 The weirdness of high-dimensional spaces
00:42:20 How to manage a vector database
00:47:01 Pinecone the company
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