Page Index - ovokpus/mlops-learn GitHub Wiki

19 page(s) in this GitHub Wiki:

• Home
• 1. Environment Setup
• 2A. MLflow, ML experiments and model registry
• 2B. Experiment Tracking with MLFlow (alternate notes)
• 3A. Orchestration
• 3B. Workflow Orchestration with Prefect Alternate notes
• 4A. Model Deployment Lecture process
• 4B. Deployment 2.0 (with Docker)
• 4C. Model Deployment Alternate notes
• 4D. Deployment on GCP
• 5A. Model Monitoring Demo Instructions
• 5B: Monitoring Notes
• Cheatsheets
• General Execution Workflow
• Git and Bash beginner notes
• How to Deploy Churn Service on Heroku (#mlzoomcamp)
• How to Deploy on Azure
• How to use PythonAnywhere to host your python web app for free
• Top 10 git commands