Question 101 to 150

You need to copy millions of sensitive patient records from a relational database to BigQuery. Th...

You need to create a near real-time inventory dashboard that reads the main inventory tables in y...

You have a data stored in BigQuery. The data in the BigQuery dataset must be highly available. Yo...

You used Dataprep to create a recipe on a sample of data in a BigQuery table. You want to reuse t...

You want to automate execution of a multi-step data pipeline running on Google Cloud. The pipelin...

You are managing a Cloud Dataproc cluster. You need to make a job run faster while minimizing cos...

You work for a shipping company that uses handheld scanners to read shipping labels. Your company...

You have developed three data processing jobs. One executes a Cloud Dataflow pipeline that transf...

You have Cloud Functions written in Node.js that pull messages from Cloud Pub/Sub and send the da...

You are creating a new pipeline in Google Cloud to stream IoT data from Cloud Pub/Sub through Clo...

You have historical data covering the last three years in BigQuery and a data pipeline that deliv...

You operate a logistics company, and you want to improve event delivery reliability for vehicle-b...

You are a retailer that wants to integrate your online sales capabilities with different in-home ...

Your company has a hybrid cloud initiative. You have a complex data pipeline that moves data betw...

You use a dataset in BigQuery for analysis. You want to provide third-party companies with access...

Your company is in the process of migrating its on-premises data warehousing solutions to BigQuer...

You are designing a data processing pipeline. The pipeline must be able to scale automatically as...

You need to set access to BigQuery for different departments within your company. Your solution s...

You operate a database that stores stock trades and an application that retrieves average stock p...

You are operating a Cloud Dataflow streaming pipeline. The pipeline aggregates events from a Clou...

You currently have a single on-premises Kafka cluster in a data center in the us-east region that...

You decided to use Cloud Datastore to ingest vehicle telemetry data in real time. You want to bui...

You need to create a data pipeline that copies time-series transaction data so that it can be que...

You are designing a cloud-native historical data processing system to meet the following conditio...

You have a petabyte of analytics data and need to design a storage and processing platform for it...

You work for a manufacturing company that sources up to 750 different components, each from a dif...

You are working on a niche product in the image recognition domain. Your team has developed a mod...

You work on a regression problem in a natural language processing domain, and you have 100M label...

You use BigQuery as your centralized analytics platform. New data is loaded every day, and an ETL...

The marketing team at your organization provides regular updates of a segment of your customer da...

As your organization expands its usage of GCP, many teams have started to create their own projec...

Your United States-based company has created an application for assessing and responding to user ...

A data scientist has created a BigQuery ML model and asks you to create an ML pipeline to serve p...

You are building an application to share financial market data with consumers, who will receive d...

You are building a new application that you need to collect data from in a scalable way. Data arr...

You are running a pipeline in Dataflow that receives messages from a Pub/Sub topic and writes the...

You have a data pipeline with a Dataflow job that aggregates and writes time series metrics to Bi...

You have several Spark jobs that run on a Cloud Dataproc cluster on a schedule. Some of the jobs ...

You are building a new data pipeline to share data between two different types of applications: j...

You need to create a new transaction table in Cloud Spanner that stores product sales data. You a...

Data Analysts in your company have the Cloud IAM Owner role assigned to them in their projects to...

Each analytics team in your organization is running BigQuery jobs in their own projects. You want...

You are operating a streaming Cloud Dataflow pipeline. Your engineers have a new version of the p...

You need to move 2 PB of historical data from an on-premises storage appliance to Cloud Storage w...

You receive data files in CSV format monthly from a third party. You need to cleanse this data, b...

You want to migrate an on-premises Hadoop system to Cloud Dataproc. Hive is the primary tool in u...

You are implementing several batch jobs that must be executed on a schedule. These jobs have many...

You work for a shipping company that has distribution centers where packages move on delivery lin...

You are migrating your data warehouse to BigQuery. You have migrated all of your data into tables...

You want to build a managed Hadoop system as your data lake. The data transformation process is c...