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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
QUESTION NO: 2 Your startup has never implemented a formal security policy. Currently, everyone in the company has access to the datasets stored in Google BigQuery. Teams have freedom to use the service as they see fit, and they have not documented their use cases. You have been asked to secure the data warehouse. You need to discover what everyone is doing. What should you do first? A. Use the Google Cloud Billing API to see what account the warehouse is being billed to. B. Use Stackdriver Monitoring to see the usage of BigQuery query slots. C. Get the identity and access management IIAM) policy of each table D. Use Google Stackdriver Audit Logs to review data access. Answer: B
QUESTION NO: 3 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
QUESTION NO: 4 You need to create a near real-time inventory dashboard that reads the main inventory tables in your BigQuery data warehouse. Historical inventory data is stored as inventory balances by item and location. You have several thousand updates to inventory every hour. You want to maximize performance of the dashboard and ensure that the data is accurate. What should you do? A. Use the BigQuery streaming the stream changes into a daily inventory movement table. Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly. B. Use the BigQuery bulk loader to batch load inventory changes into a daily inventory movement table. Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly. C. Leverage BigQuery UPDATE statements to update the inventory balances as they are changing. D. Partition the inventory balance table by item to reduce the amount of data scanned with each inventory update. Answer: C
QUESTION NO: 5 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
Our Salesforce Sales-Admn-202 quiz torrent can provide you with a free trial version, thus helping you have a deeper understanding about our Salesforce Sales-Admn-202 test prep and estimating whether this kind of study material is suitable to you or not before purchasing. Although our Goldmile-Infobiz cannot reduce the difficulty of CompTIA XK0-006 exam, what we can do is to help you reduce the difficulty of the exam preparation. You just need to give us your test documents and transcript, and then our SAP C_BCBTM_2502 prep torrent will immediately provide you with a full refund, you will not lose money. AGRC ICCGO - While others are surprised at your achievement, you might have found a better job. Our three kinds of CIPS L5M6 real exam includes the new information that you need to know to pass the test.
Updated: May 27, 2022
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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
QUESTION NO: 2 Your startup has never implemented a formal security policy. Currently, everyone in the company has access to the datasets stored in Google BigQuery. Teams have freedom to use the service as they see fit, and they have not documented their use cases. You have been asked to secure the data warehouse. You need to discover what everyone is doing. What should you do first? A. Use the Google Cloud Billing API to see what account the warehouse is being billed to. B. Use Stackdriver Monitoring to see the usage of BigQuery query slots. C. Get the identity and access management IIAM) policy of each table D. Use Google Stackdriver Audit Logs to review data access. Answer: B
QUESTION NO: 3 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
QUESTION NO: 4 You need to create a near real-time inventory dashboard that reads the main inventory tables in your BigQuery data warehouse. Historical inventory data is stored as inventory balances by item and location. You have several thousand updates to inventory every hour. You want to maximize performance of the dashboard and ensure that the data is accurate. What should you do? A. Use the BigQuery streaming the stream changes into a daily inventory movement table. Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly. B. Use the BigQuery bulk loader to batch load inventory changes into a daily inventory movement table. Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly. C. Leverage BigQuery UPDATE statements to update the inventory balances as they are changing. D. Partition the inventory balance table by item to reduce the amount of data scanned with each inventory update. Answer: C
QUESTION NO: 5 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
Our Salesforce Sales-Admn-202 quiz torrent can provide you with a free trial version, thus helping you have a deeper understanding about our Salesforce Sales-Admn-202 test prep and estimating whether this kind of study material is suitable to you or not before purchasing. Although our Goldmile-Infobiz cannot reduce the difficulty of CompTIA XK0-006 exam, what we can do is to help you reduce the difficulty of the exam preparation. You just need to give us your test documents and transcript, and then our SAP C_BCBTM_2502 prep torrent will immediately provide you with a full refund, you will not lose money. AGRC ICCGO - While others are surprised at your achievement, you might have found a better job. Our three kinds of CIPS L5M6 real exam includes the new information that you need to know to pass the test.
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Please ensure you have submitted the right email address. And you will have the demos to check them out. Do you want to try our free demo of the Professional-Data-Engineer New Braindumps study questions? Your answer must be yes. Help you in your career in your advantage successfully. As long as you have the Google Professional-Data-Engineer New Braindumps certification, you will be treated equally by all countries. You can find their real comments in the comments sections.
Google Cloud Certified Professional-Data-Engineer The dumps are provided by Goldmile-Infobiz.
Google Cloud Certified Professional-Data-Engineer New Braindumps - Google Certified Professional Data Engineer Exam Our Goldmile-Infobiz provide the most comprehensive information and update fastest. However, our promise of "No help, full refund" doesn't shows our no confidence to our products; oppositely, it expresses our most sincere and responsible attitude to reassure our customers. With our professional Professional-Data-Engineer Latest Study Questions Download exam software, you will be at ease about your Professional-Data-Engineer Latest Study Questions Download exam, and you will be satisfied with our after-sale service after you have purchased our Professional-Data-Engineer Latest Study Questions Download exam software.
Goldmile-Infobiz have different training methods and training courses for different candidates. With these Goldmile-Infobiz's targeted training, the candidates can pass the exam much easier. A lot of people who participate in the IT professional certification exam was to use Goldmile-Infobiz's practice questions and answers to pass the exam, so Goldmile-Infobiz got a high reputation in the IT industry.
Google Professional-Data-Engineer New Braindumps - It is absolutely trustworthy website.
Developing your niche is very easy in the presence of the Professional-Data-Engineer New Braindumps dumps. The credentials are not very difficult to achieve because like Professional-Data-Engineer New Braindumps the acclaimed vendors are highly successful in the industry. If you need a boost in your career, then Goldmile-Infobiz is the site you have to opt for taking Professional-Data-Engineer New Braindumps certification exams. Some of the vital features of the Professional-Data-Engineer New Braindumps dumps of Goldmile-Infobiz are given below. Professional-Data-Engineer New Braindumps dumps are the most verified and authentic braindumps that are used to pass the Professional-Data-Engineer New Braindumps certification exam. The whole Professional-Data-Engineer New Braindumps study material is approved by the expert.
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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
QUESTION NO: 2 Your startup has never implemented a formal security policy. Currently, everyone in the company has access to the datasets stored in Google BigQuery. Teams have freedom to use the service as they see fit, and they have not documented their use cases. You have been asked to secure the data warehouse. You need to discover what everyone is doing. What should you do first? A. Use the Google Cloud Billing API to see what account the warehouse is being billed to. B. Use Stackdriver Monitoring to see the usage of BigQuery query slots. C. Get the identity and access management IIAM) policy of each table D. Use Google Stackdriver Audit Logs to review data access. Answer: B
QUESTION NO: 3 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
QUESTION NO: 4 You need to create a near real-time inventory dashboard that reads the main inventory tables in your BigQuery data warehouse. Historical inventory data is stored as inventory balances by item and location. You have several thousand updates to inventory every hour. You want to maximize performance of the dashboard and ensure that the data is accurate. What should you do? A. Use the BigQuery streaming the stream changes into a daily inventory movement table. Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly. B. Use the BigQuery bulk loader to batch load inventory changes into a daily inventory movement table. Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly. C. Leverage BigQuery UPDATE statements to update the inventory balances as they are changing. D. Partition the inventory balance table by item to reduce the amount of data scanned with each inventory update. Answer: C
QUESTION NO: 5 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
Our Salesforce Sales-Admn-202 quiz torrent can provide you with a free trial version, thus helping you have a deeper understanding about our Salesforce Sales-Admn-202 test prep and estimating whether this kind of study material is suitable to you or not before purchasing. Although our Goldmile-Infobiz cannot reduce the difficulty of CompTIA XK0-006 exam, what we can do is to help you reduce the difficulty of the exam preparation. You just need to give us your test documents and transcript, and then our SAP C_BCBTM_2502 prep torrent will immediately provide you with a full refund, you will not lose money. AGRC ICCGO - While others are surprised at your achievement, you might have found a better job. Our three kinds of CIPS L5M6 real exam includes the new information that you need to know to pass the test.
