1. Introduction - Vertex AI for ML Operations
- Introduction to the playlist of end-to-end workflow walkthroughs for machine learning operations using Google Cloud Platform’s Vertex AI.
2. Environment Setup - Vertex AI for ML Operations [notebook 00]
- A walkthrough of creating a Google Cloud Platform project and setting up the environment for this series of end-to-end workflows. This video follows the readme and the first notebook [00 - Environment Setup] in the repository.
3. Data Source - Vertex AI for ML Operations [notebook 01]
- A walkthrough of creating the data source for this project using BigQuery. We will import, review, and prepare the data for use in machine learning workflows. This video follows the notebook [01 - BigQuery - Table Data Source] in the repository.
Using this repo for my Learnings on MLOps with VertexAI on Google Cloud Platform from this Youtube series by StatMike: