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