Building and deploying a model on Auto MPG dataset from Kaggle to predict the fuel efficiency of a vehicle using a basic Regression with TensorFlow using Google’s managed ML platform Vertex AI.
Steps to be followed:
- Settingup your environment in GCP
- Containerizing training code
- Running a training job on Vertex AI
- Deploying a model endpoint
- Cleaning up