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- Google.Professional-Data-Engineer.v2024-07-17.q150
- Question 61
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Question 61/150
The Dataflow SDKs have been recently transitioned into which Apache service?
Correct Answer: D
Dataflow SDKs are being transitioned to Apache Beam, as per the latest Google directive Reference: https://cloud.google.com/dataflow/docs/
- 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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