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Question 39/120

Cloud Dataproc is a managed Apache Hadoop and Apache _____ service.

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Question List (120q)
1 commentQuestion 1: You are operating a Cloud Dataflow streaming pipeline. The p...
1 commentQuestion 2: Your company's customer and order databases are often under ...
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Question 5: You are implementing security best practices on your data pi...
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Question 7: You want to build a managed Hadoop system as your data lake....
Question 8: You operate a database that stores stock trades and an appli...
Question 9: When you design a Google Cloud Bigtable schema it is recomme...
Question 10: You are building a new data pipeline to share data between t...
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Question 12: You are selecting services to write and transform JSON messa...
Question 13: Your company receives both batch- and stream-based event dat...
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Question 15: You receive data files in CSV format monthly from a third pa...
Question 16: MJTelco needs you to create a schema in Google Bigtable that...
Question 17: You work for a manufacturing company that sources up to 750 ...
Question 18: Your company's on-premises Apache Hadoop servers are approac...
Question 19: Which of the following statements about the Wide &amp; Deep ...
Question 20: You have an Apache Kafka Cluster on-prem with topics contain...
Question 21: Business owners at your company have given you a database of...
Question 22: Your company is running their first dynamic campaign, servin...
Question 23: Which of the following are feature engineering techniques? (...
Question 24: Which of the following statements about Legacy SQL and Stand...
Question 25: You need to choose a database to store time series CPU and m...
Question 26: Your company has a hybrid cloud initiative. You have a compl...
Question 27: The marketing team at your organization provides regular upd...
Question 28: Why do you need to split a machine learning dataset into tra...
Question 29: You operate an IoT pipeline built around Apache Kafka that n...
Question 30: You work for a car manufacturer and have set up a data pipel...
Question 31: You work for a shipping company that uses handheld scanners ...
Question 32: You are designing storage for very large text files for a da...
Question 33: When a Cloud Bigtable node fails, ____ is lost....
Question 34: What are two of the benefits of using denormalized data stru...
Question 35: You are managing a Cloud Dataproc cluster. You need to make ...
Question 36: You have a petabyte of analytics data and need to design a s...
Question 37: Your company built a TensorFlow neutral-network model with a...
Question 38: Dataproc clusters contain many configuration files. To updat...
Question 39: Cloud Dataproc is a managed Apache Hadoop and Apache _____ s...
Question 40: You are designing storage for 20 TB of text files as part of...
Question 41: The _________ for Cloud Bigtable makes it possible to use Cl...
Question 42: You are designing a data processing pipeline. The pipeline m...
Question 43: You are deploying 10,000 new Internet of Things devices to c...
Question 44: You work for a large fast food restaurant chain with over 40...
Question 45: Your globally distributed auction application allows users t...
Question 46: You are planning to use Google's Dataflow SDK to analyze cus...
Question 47: You want to process payment transactions in a point-of-sale ...
Question 48: Which Java SDK class can you use to run your Dataflow progra...
Question 49: If you want to create a machine learning model that predicts...
Question 50: You store historic data in Cloud Storage. You need to perfor...
Question 51: What are two of the characteristics of using online predicti...
Question 52: Which Cloud Dataflow / Beam feature should you use to aggreg...
Question 53: Which of the following is NOT a valid use case to select HDD...
Question 54: You are designing a basket abandonment system for an ecommer...
Question 55: You want to use Google Stackdriver Logging to monitor Google...
Question 56: You have a data stored in BigQuery. The data in the BigQuery...
Question 57: You are building new real-time data warehouse for your compa...
Question 58: Which of the following is NOT true about Dataflow pipelines?...
Question 59: If you're running a performance test that depends upon Cloud...
Question 60: Your startup has never implemented a formal security policy....
Question 61: You have historical data covering the last three years in Bi...
Question 62: Government regulations in your industry mandate that you hav...
Question 63: Which methods can be used to reduce the number of rows proce...
Question 64: Flowlogistic is rolling out their real-time inventory tracki...
Question 65: Cloud Dataproc charges you only for what you really use with...
Question 66: You're training a model to predict housing prices based on a...
Question 67: Google Cloud Bigtable indexes a single value in each row. Th...
Question 68: Your company has hired a new data scientist who wants to per...
Question 69: Does Dataflow process batch data pipelines or streaming data...
Question 70: You have developed three data processing jobs. One executes ...
Question 71: You need to create a data pipeline that copies time-series t...
Question 72: You are deploying a new storage system for your mobile appli...
Question 73: You have a requirement to insert minute-resolution data from...
Question 74: Which of the following is not true about Dataflow pipelines?...
Question 75: You are building a model to make clothing recommendations. Y...
Question 76: Your team is responsible for developing and maintaining ETLs...
Question 77: Your organization has been collecting and analyzing data in ...
Question 78: You decided to use Cloud Datastore to ingest vehicle telemet...
Question 79: In order to securely transfer web traffic data from your com...
Question 80: Given the record streams MJTelco is interested in ingesting ...
Question 81: An online retailer has built their current application on Go...
Question 82: You have several Spark jobs that run on a Cloud Dataproc clu...
Question 83: Suppose you have a table that includes a nested column calle...
Question 84: Your company handles data processing for a number of differe...
Question 85: MJTelco is building a custom interface to share data. They h...
Question 86: Your company uses a proprietary system to send inventory dat...
Question 87: You used Cloud Dataprep to create a recipe on a sample of da...
Question 88: Which role must be assigned to a service account used by the...
Question 89: Which software libraries are supported by Cloud Machine Lear...
Question 90: Which of these statements about exporting data from BigQuery...
Question 91: You are migrating your data warehouse to BigQuery. You have ...
Question 92: You have Cloud Functions written in Node.js that pull messag...
Question 93: Your company maintains a hybrid deployment with GCP, where a...
Question 94: Your company is performing data preprocessing for a learning...
Question 95: You need to compose visualization for operations teams with ...
Question 96: You are a retailer that wants to integrate your online sales...
Question 97: You need to create a near real-time inventory dashboard that...
Question 98: After migrating ETL jobs to run on BigQuery, you need to ver...
Question 99: Which SQL keyword can be used to reduce the number of column...
Question 100: What are the minimum permissions needed for a service accoun...
Question 101: You work for an advertising company, and you've developed a ...
Question 102: You are responsible for writing your company's ETL pipelines...
Question 103: You are deploying MariaDB SQL databases on GCE VM Instances ...
Question 104: You have enabled the free integration between Firebase Analy...
Question 105: You are choosing a NoSQL database to handle telemetry data s...
Question 106: Which of these statements about BigQuery caching is true?...
Question 107: You have Google Cloud Dataflow streaming pipeline running wi...
Question 108: You are using Google BigQuery as your data warehouse. Your u...
Question 109: What is the recommended action to do in order to switch betw...
Question 110: You launched a new gaming app almost three years ago. You ha...
Question 111: You are building a data pipeline on Google Cloud. You need t...
Question 112: You are planning to migrate your current on-premises Apache ...
Question 113: You work for an economic consulting firm that helps companie...
Question 114: The CUSTOM tier for Cloud Machine Learning Engine allows you...
Question 115: You are designing storage for two relational tables that are...
Question 116: You architect a system to analyze seismic data. Your extract...
Question 117: You are building an application to share financial market da...
Question 118: Which of these sources can you not load data into BigQuery f...
Question 119: You create a new report for your large team in Google Data S...
Question 120: A data scientist has created a BigQuery ML model and asks yo...