Forecasting

[statmike]

Three Main Changes

1. Reordering content
2. Expanding 05 Series to include Custom Container based Custom Jobs, Training Pipelines, and Hyperparameter Tuning Jobs
3. Adding 04 Series for forecasting: BigQuery ML ARIMA+, Vertex AI AutoML Tabular Forecasting, Prophet, more..

Details of 1

• 06 became 10 - Vizier Optimization
• 04a became 06a - Model Monitoring
• 07 became 11 - Feature Store

Details of 2

• Add three notebooks for custom containers, this required reordering
• c/d became d/e
• the new c is Custom Job with Custom Container
• e/f became g/h
• the new f is Training Pipeline with Custom Container
• i is Hyperparameter Tuning Job with Custom Container

Details of 3

• All new series with forecasting methods - automated and custom methods.
• 04 and 04a-04f are complete
• 04g is still in progress