This repository shows the following
- ☑️ IPL Best Batsman using 6 different metrics and an unsupervised learning algorithm Principal Component Analysis for each of the seasons from 2007 to 2021
- ☑️ IPL Best Bowler using 4 different metrics and an unsupervised learning algorithm Principal Component Analysis for each of the seasons from 2007 to 2021
- ☑️ Create a Streamlit UI on top of the logic
- ☑️ Create a Container Image and run it on local Docker
- ☑️ Deploy the Container Image in Azure Container Instances
- ☑️ Deploy the Container Image in Azure Kubernetes Cluster
- ☑️ Deploy the Container Image in Azure Container Apps
| FileName | Description |
|---|---|
| Dockerfile | Docker file to produce a container image |
| requirements.txt | The libraries required for the Dockerfile are present in the requirements.txt. The Dockerfile uses the requirements.txt |
| Docker_steps.md | The steps required to deploy the container in the local Docker Desktop |
| azure_aci_steps.md | Steps to deploy in Azure Container Instance |
| service_principal_aks_steps.md | Steps to deploy in Azure Kubernetes Service |
| azure_container_apps.md | Steps to deploy in Azure Container Apps |
| ALL_2021_IPL_MATCHES_BALL_BY_BALL.csv | IPL Ball by Ball data - 2021 |
| all_matches_details.csv | IPL Ball by Ball data for seasons 2007 to 2021 |