Blackfriday product price
An end to end machine learning pipeline to predict product price. This pipeline runs on Google Cloud Platform's Vertex AI.
Run the pipeline on GCP
- Create a Vertex AI Workbench Notebook instance.
- Start the notebook and clone the repository.
- Run the first 3 notebook cells to install dependencies.
- Replace the BUCKET_NAME variable in the 6th cell with your own bucket.
- Upload the dataset in a gs bucket and change the dataset location in the get_data component with your own dataset location.
- In line number 16 of deploy component, replace the PROJECT_ID variable with your own project id.
- Run the rest of the cells once the kernel restarts.
- Scroll down to the last cell and click on the link in the output box of the last cell to veiw the pipeline.git clo