Redis Crash Course for Artificial Intelligence & Machine Learning | Community Webinar
A Redis crash course for beginners and its applications for artificial intelligence & machine learning. As data scientists and machine learning professionals make the transition from theory to applied data science, they naturally expand their skill set beyond Python or Pandas. They need to understand how to leverage a key-value store or database to store their embeddings or features, and how to load and fetch them very quickly for online predictions or to perform complex operations in milliseconds for real-time use cases. Because of that, Redis — the super-fast in-memory database, is being in…
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Chapters (9)
Introduction
4:26
Setting up the context: hottest trends in AI/ML, defining real-time AI/ML, ove
8:46
Key concepts: No SQL, key-value store, disk vs. in-memory databases, data type
18:13
Demo
21:26
Operational aspect of deploying real-time AI/ML
25:32
Redis as infra for online feature stores
36:06
Intro to RediSearch: SQL queries for NoSQL
44:48
Redis as vector database for neural search
53:09
Summary
Playlist
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