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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
    • Chap 7. Deployment and model servingchevron-right
      • Documentation
      • Cloud - instance selection
      • Environments (Staging, production) set up
      • Authentication and security
      • New integration
      • use uWSGI and NGinx to serve a DL model
      • Monitoring
      • Scaling
      • Dashboard
      • Model servingchevron-right
      • Case studychevron-right
        • Multiple deployment phases
        • An example of SAAS deployment TODO list
        • Convert matlab script to python's
        • PyTorch JIT
    • 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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  2. Chap 7. Deployment and model serving

Case study

Multiple deployment phaseschevron-rightAn example of SAAS deployment TODO listchevron-rightConvert matlab script to python'schevron-rightPyTorch JITchevron-right
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Last updated 5 years ago