The workshop covers a broad range of topics, including developing ML models using BigQuery ML, building AI solutions with ML APIs, training models with AutoML, managing and preprocessing data, prototyping models with Jupyter notebooks, training and scaling models, automating ML pipelines, and monitoring ML solutions.