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  • MLops
  • MLops
    • Chap 0. Before everything
    • Chap 1. Tools for developerschevron-right
    • Chap 2. Hardwarechevron-right
    • Chap 3. Infrastructure/platform designchevron-right
    • Chap 4. Toolkit/codebasechevron-right
    • Chap 5. Paper reproductionchevron-right
    • Chap 6. Prototype developmentchevron-right
      • Design Docchevron-right
        • [WIP] Scope the project: convert an ill-defined problem to a well-defined setupchevron-right
      • Combine with UX design
      • Data Clean and preproceessingchevron-right
      • Data version control
      • Training Orchestration
      • Experiments Management
      • Speed up the pipelinechevron-right
      • Version control and reproduciblechevron-right
    • Chap 7. Deployment and model servingchevron-right
    • Chap 8. Productionization/Maintenance/Adoptionchevron-right
    • Chap 9. PR/keep stoachevron-right
    • Acknowledge
  • DataOps
    • Chap 0. Preface
    • Chap 1. Data engineeringchevron-right
    • 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. Processchevron-right
    • Chap 2. Metricschevron-right
    • Chap 3. Case Studychevron-right
  • Softskills
    • Chap 1. Mindsetschevron-right
    • Chap 2. Soft skills in getting things donechevron-right
    • Chap 3. Portfolio and side projectschevron-right
    • Chap 4. Mentorshipchevron-right
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  1. MLopschevron-right
  2. Chap 6. Prototype development

Design Doc

A sample of the Design Doc: https://github.com/PaddlePaddle/Serving/blob/develop/doc/DESIGN_DOC.mdarrow-up-right

PreviousChap 6. Prototype developmentchevron-leftNext[WIP] Scope the project: convert an ill-defined problem to a well-defined setupchevron-right

Last updated 5 years ago