mlops
Ctrlk
  • MLops
  • MLops
    • Chap 0. Before everything
    • Chap 1. Tools for developers
    • Chap 2. Hardware
    • Chap 3. Infrastructure/platform design
    • Chap 4. Toolkit/codebase
    • Chap 5. Paper reproduction
    • Chap 6. Prototype development
      • Design Doc
      • Combine with UX design
      • Data Clean and preproceessing
      • Data version control
      • Training Orchestration
      • Experiments Management
      • Speed up the pipeline
      • Version control and reproducible
        • Use YML more to record config
        • Tuning-experiment tracking
    • Chap 7. Deployment and model serving
    • Chap 8. Productionization/Maintenance/Adoption
    • Chap 9. PR/keep stoa
    • Acknowledge
  • DataOps
    • Chap 0. Preface
    • Chap 1. Data engineering
    • Chap 2. Data integration
    • Chap 3. Data security/privacy
    • Chap 4. Data quality
  • MODELOPS
    • Chap 0. Intro
    • Chap 1. Model registery
  • Fun Facts about Image
    • Chap 0. Preface
    • Chap 1. Process
    • Chap 2. Metrics
    • Chap 3. Case Study
  • Softskills
    • Chap 1. Mindsets
    • Chap 2. Soft skills in getting things done
    • Chap 3. Portfolio and side projects
    • Chap 4. Mentorship
Powered by GitBook
On this page
  1. MLops
  2. Chap 6. Prototype development
  3. Version control and reproducible

Tuning-experiment tracking

PreviousUse YML more to record configNextChap 7. Deployment and model serving

Last updated 5 years ago

Was this helpful?

Was this helpful?