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Machine Learning Embeddings with Edo Liberty

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Manage episode 303242967 series 8393
Content provided by Patrick Wheeler and Jason Gauci, Patrick Wheeler, and Jason Gauci. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Patrick Wheeler and Jason Gauci, Patrick Wheeler, and Jason Gauci or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

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

★ Support this podcast on Patreon ★
  continue reading

173 episodes

Artwork
iconShare
 
Manage episode 303242967 series 8393
Content provided by Patrick Wheeler and Jason Gauci, Patrick Wheeler, and Jason Gauci. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Patrick Wheeler and Jason Gauci, Patrick Wheeler, and Jason Gauci or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

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

★ Support this podcast on Patreon ★
  continue reading

173 episodes

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