We will first discuss what is Vertex AI, its capabilities and the origins; why was it necessitated in the first place. We will then go over the options offered by the platform for model training and deployment covering the basics of AutoML, custom training, Model Garden and generative AI.
We then approach the ML workflow from data ingestion to the MLOps cycle even go ahead and touch on model monitoring.