GoogleCloudPlatform/ml-design-patterns
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
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ml-design-patterns Source code accompanying O'Reilly book: <br/> **Title**: Machine Learning Design Patterns <br/> **Authors**: Valliappa (Lak) Lakshmanan, Sara Robinson, Michael Munn <br/>
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Cloud ML DeploymentData Pipeline DesignData Preprocessing PatternsFeature EngineeringMachine Learning Design PatternsMLOps PracticesML Production SystemsML System ArchitectureModel Serving PatternsModel Training Patterns
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Cloud ML DeploymentData Pipeline DesignData Preprocessing PatternsFeature EngineeringMachine Learning Design PatternsMLOps PracticesML Production SystemsML System ArchitectureModel Serving PatternsModel Training PatternsBenchmarkingData ScienceEmbeddingsEvalsFeature StoreForkedMachine LearningMultimodal AI
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Evals & BenchmarkingPrimaryRAG & RetrievalMLOps & InfrastructureData Science & AnalyticsFoundation ModelsML Platform & InfrastructureMultimodal AIOther AI / ML
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- Project created
- Mar 17, 2020
- Forked
- Mar 13, 2026
- Your last push
- 5 years ago
- Upstream last push
- 5 years ago
- Tracked since
- Apr 28, 2021
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