MLOps Course – Build Machine Learning Production Grade Projects

MLOps Course – Build Machine Learning Production Grade Projects

freeCodeCamp.org via freeCodeCamp Direct link

⌨️ Intro

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1 of 16

⌨️ Intro

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Classroom Contents

MLOps Course – Build Machine Learning Production Grade Projects

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  1. 1 ⌨️ Intro
  2. 2 ⌨️ MLOps Fundamentals introduction to mlops
  3. 3 ⌨️ Fundamentals of Zenml
  4. 4 ⌨️ Customer Satisfaction project
  5. 5 ⌨️ Dataset of Olist customer dataset
  6. 6 ⌨️ Installing necessary libraries
  7. 7 ⌨️ Creating blueprint of steps
  8. 8 ⌨️ Zenml Dashboard
  9. 9 ⌨️ Implementing steps
  10. 10 ⌨️ Working on data cleaning
  11. 11 ⌨️ Working on model development
  12. 12 ⌨️ Working on evaluation model
  13. 13 ⌨️ Run pipeline
  14. 14 ⌨️ Implementing experiment tracker
  15. 15 ⌨️ Deployment pipeline
  16. 16 ⌨️ Streamlit app

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