Companies across industries rely heavily on time series forecasting to project product demand, forecast sales, project online subscription/cancellation, and for many other use cases. This makes time series forecasting one of the most popular models in BigQuery ML.  What is multivariate time series forecasting? For…

Background The Oden Technologies solution is an analytics layer for manufacturers that combines and analyzes all process information from machines and production systems to give real-time visibility to the biggest causes of inefficiency and recommendations to address them. Oden empowers front-line plant teams to make effective decisions,…

BigQuery BI Engine is a fast, in-memory analysis system for BigQuery currently processing over 2 billion queries per month and growing. BigQuery has its roots in Google’s Dremel system and is a data warehouse built with scalability as a goal. On the other hand BI…

Data security is a key focus for organizations moving their data warehouses from on-premises to cloud-first systems, such as BigQuery. In addition to storage-level encryption, whether using Google-managed or customer-managed keys, BigQuery also provides column-level encryption. Using BigQuery’s SQL AEAD functions, organizations can enforce a more granular level of…