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Exam Code:	Professional-Data-Engineer
Exam Name:	Google Certified Professional Data Engineer Exam
Certification Provider:	Google
Free Question Number:	132
Version:	v2023-08-17
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# of views:	794
# of Questions views:	21437
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No.# Answer: D
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Exam Question List: 1 commentQuestion 1: Your company has hired a new data scientist who wants to per...; Question 2: Which of these numbers are adjusted by a neural network as i...; Question 3: You are deploying a new storage system for your mobile appli...; Question 4: You are designing a pipeline that publishes application even...; Question 5: You've migrated a Hadoop job from an on-premises cluster to ...; Question 6: If you want to create a machine learning model that predicts...; Question 7: You need to choose a database to store time series CPU and m...; Question 8: MJTelco is building a custom interface to share dat a. They ...; Question 9: Which of the following are feature engineering techniques? (...; Question 10: Your company is implementing a data warehouse using BigQuery...; Question 11: You are working on a linear regression model on BigQuery ML ...; Question 12: Flowlogistic is rolling out their real-time inventory tracki...; Question 13: You need to move 2 PB of historical data from an on-premises...; Question 14: You want to use a database of information about tissue sampl...; Question 15: Your company is performing data preprocessing for a learning...; Question 16: Your infrastructure includes a set of YouTube channels. You ...; Question 17: You are responsible for writing your company's ETL pipelines...; Question 18: If you're running a performance test that depends upon Cloud...; Question 19: You are deploying a new storage system for your mobile appli...; Question 20: You have enabled the free integration between Firebase Analy...; Question 21: You're using Bigtable for a real-time application, and you h...; Question 22: For the best possible performance, what is the recommended z...; Question 23: Your company is running their first dynamic campaign, servin...; Question 24: Case Study: 2, Flowlogistic Case Study Company Overview Flow...; Question 25: You have some data, which is shown in the graphic below. The...; Question 26: If you want to create a machine learning model that predicts...; Question 27: Your software uses a simple JSON format for all messages. Th...; Question 28: Which of the following are examples of hyperparameters? (Sel...; Question 29: Cloud Dataproc charges you only for what you really use with...; Question 30: You need to move 2 PB of historical data from an on-premises...; Question 31: You use BigQuery as your centralized analytics platform. New...; Question 32: You are designing a basket abandonment system for an ecommer...; Question 33: Which of the following IAM roles does your Compute Engine ac...; Question 34: Your company's on-premises Apache Hadoop servers are approac...; Question 35: You are developing an application on Google Cloud that will ...; Question 36: You are developing an application on Google Cloud that will ...; Question 37: Your company has hired a new data scientist who wants to per...; Question 38: You are developing a software application using Google's Dat...; Question 39: Which of the following are examples of hyperparameters? (Sel...; Question 40: You want to use Google Stackdriver Logging to monitor Google...; Question 41: You work for a shipping company that uses handheld scanners ...; Question 42: You are operating a Cloud Dataflow streaming pipeline. The p...; Question 43: MJTelco Case Study Company Overview MJTelco is a startup tha...; Question 44: Which role must be assigned to a service account used by the...; Question 45: Your neural network model is taking days to train. You want ...; Question 46: You are integrating one of your internal IT applications and...; Question 47: You are building a new application that you need to collect ...; Question 48: Your team is responsible for developing and maintaining ETLs...; Question 49: You are designing a cloud-native historical data processing ...; Question 50: You are managing a Cloud Dataproc cluster. You need to make ...; Question 51: Which of the following is not true about Dataflow pipelines?...; Question 52: You are building a new application that you need to collect ...; Question 53: You are developing an application that uses a recommendation...; Question 54: You are responsible for writing your company's ETL pipelines...; Question 55: What are two methods that can be used to denormalize tables ...; Question 56: You need ads data to serve Al models and historical data tor...; Question 57: Your company produces 20,000 files every hour. Each data fil...; Question 58: You want to use Google Stackdriver Logging to monitor Google...; Question 59: You use a dataset in BigQuery for analysis. You want to prov...; Question 60: You have a query that filters a BigQuery table using a WHERE...; Question 61: You operate a logistics company, and you want to improve eve...; Question 62: You're training a model to predict housing prices based on a...; Question 63: You receive data files in CSV format monthly from a third pa...; Question 64: Your team is working on a binary classification problem. You...; Question 65: Flowlogistic's management has determined that the current Ap...; Question 66: You use BigQuery as your centralized analytics platform. New...; Question 67: You are using Google BigQuery as your data warehouse. Your u...; Question 68: You designed a database for patient records as a pilot proje...; Question 69: Which role must be assigned to a service account used by the...; Question 70: You are using Google BigQuery as your data warehouse. Your u...; Question 71: Which of these numbers are adjusted by a neural network as i...; Question 72: You have an Apache Kafka Cluster on-prem with topics contain...; Question 73: Your team is working on a binary classification problem. You...; Question 74: You are collecting loT sensor data from millions of devices ...; Question 75: Which role must be assigned to a service account used by the...; Question 76: As your organization expands its usage of GCP, many teams ha...; Question 77: You've migrated a Hadoop job from an on-prem cluster to data...; Question 78: You have developed three data processing jobs. One executes ...; Question 79: Which Cloud Dataflow / Beam feature should you use to aggreg...; Question 80: You have some data, which is shown in the graphic below. The...; Question 81: What is the recommended action to do in order to switch betw...; Question 82: You are designing storage for 20 TB of text files as part of...; Question 83: Your neural network model is taking days to train. You want ...; Question 84: You are designing storage for 20 TB of text files as part of...; Question 85: You have Google Cloud Dataflow streaming pipeline running wi...; Question 86: Your company is loading comma-separated values (CSV) files i...; Question 87: You need to compose visualization for operations teams with ...; Question 88: Your neural network model is taking days to train. You want ...; Question 89: For the best possible performance, what is the recommended z...; Question 90: Case Study 1 - Flowlogistic Company Overview Flowlogistic is...; Question 91: Case Study 1 - Flowlogistic Company Overview Flowlogistic is...; Question 92: Which Cloud Dataflow / Beam feature should you use to aggreg...; Question 93: You want to optimize your queries for cost and performance. ...; Question 94: In order to securely transfer web traffic data from your com...; Question 95: You have a data stored in BigQuery. The data in the BigQuery...; Question 96: Which of these are examples of a value in a sparse vector? (...; Question 97: An organization maintains a Google BigQuery dataset that con...; Question 98: Each analytics team in your organization is running BigQuery...; Question 99: Your financial services company is moving to cloud technolog...; Question 100: Flowlogistic is rolling out their real-time inventory tracki...; Question 101: The marketing team at your organization provides regular upd...; Question 102: You have a data pipeline with a Cloud Dataflow job that aggr...; Question 103: MJTelco Case Study Company Overview MJTelco is a startup tha...; Question 104: You launched a new gaming app almost three years ago. You ha...; Question 105: You need to choose a database to store time series CPU and m...; Question 106: Your organization has been collecting and analyzing data in ...; Question 107: You work for a shipping company that has distribution center...; Question 108: Your software uses a simple JSON format for all messages. Th...; Question 109: Your company uses a proprietary system to send inventory dat...; Question 110: The CUSTOM tier for Cloud Machine Learning Engine allows you...; Question 111: Your company built a TensorFlow neural-network model with a ...; Question 112: An online retailer has built their current application on Go...; Question 113: Which is not a valid reason for poor Cloud Bigtable performa...; Question 114: You have data pipelines running on BigQuery, Cloud Dataflow,...; Question 115: Which methods can be used to reduce the number of rows proce...; Question 116: Your company built a TensorFlow neutral-network model with a...; Question 117: If you want to create a machine learning model that predicts...; Question 118: You create an important report for your large team in Google...; Question 119: You work for a large bank that operates in locations through...; Question 120: You have developed three data processing jobs. One executes ...; Question 121: You want to use a BigQuery table as a data sink. In which wr...; Question 122: Your analytics team wants to build a simple statistical mode...; Question 123: What are two methods that can be used to denormalize tables ...; Question 124: MJTelco Case Study Company Overview MJTelco is a startup tha...; Question 125: You currently have a single on-premises Kafka cluster in a d...; Question 126: You want to process payment transactions in a point-of-sale ...; Question 127: You are building a model to make clothing recommendations. Y...; Question 128: Your company currently runs a large on-premises cluster usin...; Question 129: You are developing a software application using Google's Dat...; Question 130: You need to create a data pipeline that copies time-series t...; Question 131: Given the record streams MJTelco is interested in ingesting ...; Question 132: You need to set access to BigQuery for different departments...

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