A retail company needs a solution to orchestrate and automate data workflows for data cleansing, transformation, and analysis across multiple Google Cloud services. The solution should allow them to manage dependencies and schedules. Which Google Cloud service is best suited for this use case?

A healthcare organization needs to store sensitive patient data in Cloud Storage while meeting strict compliance requirements under HIPAA. To maximize control over encryption keys and support security audits, they are considering various encryption key management options. Which encryption approach should they choose?

You are creating a dashboard in Looker for a retail business to track monthly sales performance across different regions. The business requires that each region’s sales are displayed with the ability to filter by specific time periods and product categories. Which LookML parameter should you modify to ensure that the data model includes a filterable field for the ‘product_category’?

An online retailer needs to load and transform transactional data from their e-commerce platform to perform near real-time analytics on customer purchasing patterns in BigQuery. Which data pipeline approach is most appropriate to meet these requirements?

You are working with a client who wants to extract data from various public APIs and load it into a Google Cloud service. The data should be stored in a highly durable, scalable, and cost-effective manner. Additionally, the data might later be integrated with BigQuery for advanced analytics. Which service would be best suited for the initial storage of this data?