UCSD-机器学习数据系统

摘要: 本文介绍两个机器学习数据系统的课

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入口

• CSE 234: Data Systems for Machine Learning (In-Person Edition)
• CSE 291D / 234: Data Systems for Machine Learning (Online-Only Edition)

Introduction, ML Lifecycle Overview, and Basics

Topic 1: Classical ML Training at Scale

Topic 2: Deep Learning Systems

Topic 3: Feature Engineering and Model Selection Systems

Topic 4: Data Sourcing and Organization for ML

Topic 5: ML Platforms and Feature Stores

Topic 6: ML Deployment

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