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- Google.Professional-Data-Engineer.v2024-07-17.q150
- Question 25
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Question 25/150
You want to process payment transactions in a point-of-sale application that will run on Google Cloud Platform. Your user base could grow exponentially, but you do not want to manage infrastructure scaling.
Which Google database service should you use?
Which Google database service should you use?
Correct Answer: B
- Question List (150q)
- Question 1: Your team is responsible for developing and maintaining ETLs...
- Question 2: You're using Bigtable for a real-time application, and you h...
- Question 3: Which of these are examples of a value in a sparse vector? (...
- Question 4: Which of these sources can you not load data into BigQuery f...
- 1 commentQuestion 5: You operate an IoT pipeline built around Apache Kafka that n...
- Question 6: Your company is streaming real-time sensor data from their f...
- Question 7: Your company is using WHILECARD tables to query data across ...
- Question 8: An aerospace company uses a proprietary data format to store...
- Question 9: Your chemical company needs to manually check documentation ...
- Question 10: You are building a new data pipeline to share data between t...
- Question 11: Your organization has been collecting and analyzing data in ...
- Question 12: A data scientist has created a BigQuery ML model and asks yo...
- Question 13: You are designing a data mesh on Google Cloud with multiple ...
- Question 14: You used Cloud Dataprep to create a recipe on a sample of da...
- Question 15: You are designing a system that requires an ACID-compliant d...
- Question 16: When running a pipeline that has a BigQuery source, on your ...
- Question 17: You work for a shipping company that uses handheld scanners ...
- Question 18: You want to archive data in Cloud Storage. Because some data...
- Question 19: To run a TensorFlow training job on your own computer using ...
- Question 20: You have a data pipeline that writes data to Cloud Bigtable ...
- Question 21: You are developing a new deep teaming model that predicts a ...
- Question 22: Which of these operations can you perform from the BigQuery ...
- Question 23: Which of these is not a supported method of putting data int...
- Question 24: Your company currently runs a large on-premises cluster usin...
- Question 25: You want to process payment transactions in a point-of-sale ...
- Question 26: Your financial services company is moving to cloud technolog...
- Question 27: You launched a new gaming app almost three years ago. You ha...
- Question 28: Your company is migrating their 30-node Apache Hadoop cluste...
- Question 29: You have several Spark jobs that run on a Cloud Dataproc clu...
- Question 30: Your infrastructure includes a set of YouTube channels. You ...
- Question 31: You are building an ELT solution in BigQuery by using Datafo...
- Question 32: Cloud Bigtable is a recommended option for storing very larg...
- Question 33: You are designing a pipeline that publishes application even...
- Question 34: You are working on a linear regression model on BigQuery ML ...
- Question 35: Your company is in a highly regulated industry. One of your ...
- Question 36: You are building an application to share financial market da...
- Question 37: Your company built a TensorFlow neural-network model with a ...
- Question 38: You use BigQuery as your centralized analytics platform. New...
- Question 39: Which of the following statements is NOT true regarding Bigt...
- Question 40: A shipping company has live package-tracking data that is se...
- Question 41: The _________ for Cloud Bigtable makes it possible to use Cl...
- Question 42: You are running a pipeline in Cloud Dataflow that receives m...
- Question 43: You orchestrate ETL pipelines by using Cloud Composer One of...
- Question 44: You are designing the database schema for a machine learning...
- Question 45: You create a new report for your large team in Google Data S...
- Question 46: For the best possible performance, what is the recommended z...
- Question 47: You have developed three data processing jobs. One executes ...
- Question 48: You want to use a BigQuery table as a data sink. In which wr...
- Question 49: Which of these rules apply when you add preemptible workers ...
- Question 50: If you want to create a machine learning model that predicts...
- Question 51: Your company's customer and order databases are often under ...
- Question 52: By default, which of the following windowing behavior does D...
- Question 53: You are managing a Cloud Dataproc cluster. You need to make ...
- Question 54: When a Cloud Bigtable node fails, ____ is lost....
- Question 55: Which SQL keyword can be used to reduce the number of column...
- Question 56: You are loading CSV files from Cloud Storage to BigQuery. Th...
- Question 57: A TensorFlow machine learning model on Compute Engine virtua...
- Question 58: You have uploaded 5 years of log data to Cloud Storage A use...
- Question 59: You are migrating an application that tracks library books a...
- Question 60: Which of the following is not true about Dataflow pipelines?...
- Question 61: The Dataflow SDKs have been recently transitioned into which...
- Question 62: You are designing storage for 20 TB of text files as part of...
- Question 63: Your organization has two Google Cloud projects, project A a...
- Question 64: You have designed an Apache Beam processing pipeline that re...
- Question 65: You work for an advertising company, and you've developed a ...
- Question 66: You want to analyze hundreds of thousands of social media po...
- Question 67: You are designing an Apache Beam pipeline to enrich data fro...
- Question 68: You are troubleshooting your Dataflow pipeline that processe...
- Question 69: You are building a data pipeline on Google Cloud. You need t...
- Question 70: You need to compose visualizations for operations teams with...
- Question 71: You are developing an Apache Beam pipeline to extract data f...
- Question 72: You decided to use Cloud Datastore to ingest vehicle telemet...
- Question 73: You have data located in BigQuery that is used to generate r...
- Question 74: Which of the following is not possible using primitive roles...
- Question 75: Flowlogistic's CEO wants to gain rapid insight into their cu...
- Question 76: You issue a new batch job to Dataflow. The job starts succes...
- Question 77: You want to use a database of information about tissue sampl...
- Question 78: Your company's data platform ingests CSV file dumps of booki...
- Question 79: You need to store and analyze social media postings in Googl...
- Question 80: You are choosing a NoSQL database to handle telemetry data s...
- Question 81: You are on the data governance team and are implementing sec...
- Question 82: You are designing storage for two relational tables that are...
- Question 83: You are creating a model to predict housing prices. Due to b...
- Question 84: You are configuring networking for a Dataflow job. The data ...
- Question 85: Flowlogistic wants to use Google BigQuery as their primary a...
- Question 86: What are two of the benefits of using denormalized data stru...
- Question 87: Each analytics team in your organization is running BigQuery...
- Question 88: How would you query specific partitions in a BigQuery table?...
- Question 89: You are working on a sensitive project involving private use...
- Question 90: You have a data pipeline with a Cloud Dataflow job that aggr...
- Question 91: You are collecting loT sensor data from millions of devices ...
- Question 92: You work for a manufacturing company that sources up to 750 ...
- Question 93: What Dataflow concept determines when a Window's contents sh...
- Question 94: You work for an airline and you need to store weather data i...
- Question 95: An online retailer has built their current application on Go...
- Question 96: When you store data in Cloud Bigtable, what is the recommend...
- Question 97: You are operating a Cloud Dataflow streaming pipeline. The p...
- Question 98: Which of these statements about exporting data from BigQuery...
- Question 99: You create an important report for your large team in Google...
- Question 100: You are building a teal-lime prediction engine that streams ...
- Question 101: You are implementing several batch jobs that must be execute...
- Question 102: What is the HBase Shell for Cloud Bigtable?...
- Question 103: An online brokerage company requires a high volume trade pro...
- Question 104: You maintain ETL pipelines. You notice that a streaming pipe...
- Question 105: An external customer provides you with a daily dump of data ...
- Question 106: You work for a large fast food restaurant chain with over 40...
- Question 107: You have a BigQuery table that ingests data directly from a ...
- Question 108: You are developing an application on Google Cloud that will ...
- Question 109: Which TensorFlow function can you use to configure a categor...
- Question 110: You work for a manufacturing plant that batches application ...
- Question 111: You are creating a new pipeline in Google Cloud to stream Io...
- Question 112: Which of the following IAM roles does your Compute Engine ac...
- Question 113: You are responsible for writing your company's ETL pipelines...
- Question 114: The CUSTOM tier for Cloud Machine Learning Engine allows you...
- Question 115: You have Cloud Functions written in Node.js that pull messag...
- Question 116: You need to create a data pipeline that copies time-series t...
- Question 117: Your software uses a simple JSON format for all messages. Th...
- Question 118: Your company needs to upload their historic data to Cloud St...
- Question 119: You've migrated a Hadoop job from an on-prem cluster to data...
- Question 120: Which of the following is NOT true about Dataflow pipelines?...
- Question 121: You work for a mid-sized enterprise that needs to move its o...
- Question 122: You have 100 GB of data stored in a BigQuery table. This dat...
- Question 123: You want to rebuild your batch pipeline for structured data ...
- Question 124: You are updating the code for a subscriber to a Put/Sub feed...
- Question 125: You are building a model to predict whether or not it will r...
- Question 126: Cloud Bigtable is Google's ______ Big Data database service....
- Question 127: You have a requirement to insert minute-resolution data from...
- Question 128: You are a head of BI at a large enterprise company with mult...
- Question 129: You need (o give new website users a globally unique identif...
- Question 130: You have historical data covering the last three years in Bi...
- Question 131: Cloud Dataproc charges you only for what you really use with...
- Question 132: You designed a database for patient records as a pilot proje...
- Question 133: Your startup has a web application that currently serves cus...
- Question 134: You need to choose a database to store time series CPU and m...
- Question 135: Which of the following are examples of hyperparameters? (Sel...
- Question 136: You want to build a managed Hadoop system as your data lake....
- Question 137: The marketing team at your organization provides regular upd...
- Question 138: Your company has hired a new data scientist who wants to per...
- Question 139: You need to move 2 PB of historical data from an on-premises...
- Question 140: You are running a streaming pipeline with Dataflow and are u...
- Question 141: Your neural network model is taking days to train. You want ...
- Question 142: Your weather app queries a database every 15 minutes to get ...
- Question 143: You are running a Dataflow streaming pipeline, with Streamin...
- Question 144: Which of the following is NOT one of the three main types of...
- Question 145: You operate a logistics company, and you want to improve eve...
- Question 146: You are building a report-only data warehouse where the data...
- Question 147: Your company is selecting a system to centralize data ingest...
- Question 148: Your company handles data processing for a number of differe...
- Question 149: Your startup has never implemented a formal security policy....
- Question 150: You have enabled the free integration between Firebase Analy...
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