Update README.md

Author: guipleite

README.md

@@ -5,14 +5,17 @@ MLOps pipeline with DVC and CML using Github Actions and IBM Cloud
 [![model-deploy-on-release](https://github.com/MLOPsStudyGroup/dvc-gitactions/actions/workflows/deploy_on_release.yaml/badge.svg)](https://github.com/MLOPsStudyGroup/dvc-gitactions/actions/workflows/deploy_on_release.yaml)
 [![Python Package and Test](https://github.com/MLOPsStudyGroup/dvc-gitactions/actions/workflows/test_on_push.yaml/badge.svg)](https://github.com/MLOPsStudyGroup/dvc-gitactions/actions/workflows/test_on_push.yaml)
 
-[Video Demo](https://www.youtube.com/watch?v=OJOL80K31rY)
+[Video Demo](https://www.youtube.com/watch?v=sRQKk4C1dOk)
+
+[Documentation and Implementation Guide](https://mlops-guide.github.io)
+
 ## 🔰 Milestones
 - [X] Data Versioning: DVC
 - [X] Machine Learning Pipeline: DVC Pipeline (preprocess, train, evaluate)
 - [X] CI/CD: Unit testing with Pytest, pre-commit and Github Actions
 - [X] CML: Continuous Machine Learning and Github Actions
 - [X] Deploy on release: Github Actions and IBM Watson
-- [ ] Monitoring: OpenScale
+- [X] Monitoring: OpenScale
 - [X] Infrastructure-as-a-code: Terraform script
 
 ## 📋 Requirements