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Key concepts: No SQL, key-value store, disk vs in-memory databases, data types & structures
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Classroom Contents
Redis Crash Course for Artificial Intelligence and Machine Learning
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- 1 Introduction
- 2 Setting up the context: hottest trends in AI/ML, defining real-time AI/ML, overview of Redis in AI/ML
- 3 Key concepts: No SQL, key-value store, disk vs in-memory databases, data types & structures
- 4 Demo
- 5 Operational aspect of deploying real-time AI/ML
- 6 Redis as infra for online feature stores
- 7 Intro to RediSearch: SQL queries for NoSQL
- 8 Redis as vector database for neural search
- 9 Summary
