머신러닝 시스템 · 비공식 한국어 번역
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Homepage
Dedication
Foreword
Author’s Note
Preface
Acknowledgments
A Note on AI Assistance
Notation
SocratiQ AI
Introduction
Part I: Foundations
ML Systems
ML Workflow
Data Engineering
Part II: Development
Neural Computation
Network Architectures
ML Frameworks
Model Training
Part III: Optimization
Data Selection
Model Compression
Hardware Acceleration
Benchmarking
Part IV: Deployment
Model Serving
ML Operations
Responsible Engineering
Conclusion
References
Appendices
The D·A·M Taxonomy
Data Foundations
Algorithm Foundations
Machine Foundations
System Assumptions
Glossary
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The D·A·M Taxonomy