- This is a ML and MLOps project with real-world taxi data
- The following page contains info regarding the NY_Taxi_Dataset_Info
- The dataset can be found in NY_Taxi_Dataset
- To visualize using MLFlow UI, run the following command
mlflow ui --backend-store-uri sqlite:///mlruns.db
- For training to use the MLFlow server on the AWS infrastructure and Prefect workpools, refer AWS_Prefect.md
- The flask web service app scripts can be found in flask_web_service
- The instructions for running the flask web service app can be found in flask_web_service/README.md
- The AWS lambda function can be found in aws_lambda_func
- The instructions for running the AWS lambda function can be found in aws_lambda_func/README.md