Media Planning via Machine Learning in BigQuery

Summary

The article guides on automating media plan creation using machine learning in BigQuery. It highlights the use of the ARIMA ML model to estimate time-series values, enhancing media planning and forecasting. It presents two use cases: forecasting daily transactions and daily CPC per advertising channel. The steps for data preparation, model training, evaluation, and making predictions are detailed.