Google Associate Data Practitioner

Google Professional Data Engineer

Google Professional Data Engineer 331-340

Q331. You are maintaining an ETL pipeline.You notice that a streaming pipeline running in Dataflow is taking a long time...
Google Professional Data Engineer

Google Professional Data Engineer 321-330

Q321. You are deploying a batch pipeline in Dataflow.The pipeline reads data from Cloud Storage, transforms the data, an...
Google Professional Data Engineer

Google Professional Data Engineer 311-320

Q311. A machine learning team is preparing the data they will use to train a model with BigQuery ML.They want to predict...
Google Professional Data Engineer

Google Professional Data Engineer 301-310

Q301. You are a BigQuery administrator supporting a team of data consumers who run ad hoc queries and downstream reporti...
Google Professional Data Engineer

Google Professional Data Engineer 291-300

Q291. You are building an ELT solution in BigQuery using Dataform.You need to run uniqueness checks and NULL-value check...
Google Professional Data Engineer

Google Professional Data Engineer 281-290

Q281. You have deployed a Standard Tier Memorystore for Redis instance in your production environment.You need to simula...
Google Professional Data Engineer

Google Professional Data Engineer 271-280

Q271. Your startup currently has a web application that serves customers from a single region in Asia.You are seeking fu...
Google Professional Data Engineer

Google Professional Data Engineer 261-270

Q261. You are designing a system that requires an ACID-compliant database.You need to ensure that the system requires mi...
Google Professional Data Engineer

Google Professional Data Engineer 251-260

Q251. You uploaded five years' worth of log data to Cloud Storage.A user reported that some of the data points in the lo...
Google Professional Data Engineer

Google Professional Data Engineer 241-250

Q241. You work at a large financial institution that plans to use Dialogflow to build a chatbot for the company's mobile...