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Application Development
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Classroom Contents
Towards an Easy-to-use AI Platform - Data, Algorithms, and Systems - Wei Wang
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- 1 Introduction
- 2 Database Systems
- 3 Application Development
- 4 Overview
- 5 Data Preparation
- 6 Weak Supervision
- 7 Data Augmentation
- 8 Graph Augmentation
- 9 Mod Construction
- 10 Nas
- 11 Model Debugging
- 12 Metamorphic Testing
- 13 Deploying Models
- 14 Job Management
- 15 Pipeline Management
- 16 Pipeline Prediction
- 17 Feature Comparison
- 18 Summary
- 19 QA
