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Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Building and operationalizing data processing systems | 28%-33% | - Building data processing systems
|
| Ensuring solution quality | 20%-25% | - Data quality management
|
| Managing and optimizing solutions | 20%-25% | - Managing resources and costs
|
| Designing data processing systems | 22%-27% | - Designing data pipelines
|
Google Data Engineer Sample Questions:
You have enabled the free integration between Firebase Analytics and Google BigQuery. Firebase now automatically creates a new table daily in BigQuery in the format app_events_YYYYMMDD. You want to query all of the tables for the past 30 days in legacy SQL. What should you do?
- A. Use the WHERE_PARTITIONTIME pseudo column
- B. Use the TABLE_DATE_RANGE function
- C. Use SELECT IF.(date >= YYYY-MM-DD AND date <= YYYY-MM-DD
- D. Use WHERE date BETWEEN YYYY-MM-DD AND YYYY-MM-DD
Correct Answer: B 🗳️
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You are a retailer that wants to integrate your online sales capabilities with different in-home assistants, such as Google Home. You need to interpret customer voice commands and issue an order to the backend systems. Which solutions should you choose?
- A. Cloud Speech-to-Text API
- B. Dialogflow Enterprise Edition
- C. Cloud Natural Language API
- D. Cloud AutoML Natural Language
Correct Answer: D 🗳️
Flowlogistic's CEO wants to gain rapid insight into their customer base so his sales team can be better informed in the field. This team is not very technical, so they've purchased a visualization tool to simplify the creation of BigQuery reports. However, they've been overwhelmed by all the data in the table, and are spending a lot of money on queries trying to find the data they need. You want to solve their problem in the most cost-effective way. What should you do?
- A. Create an additional table with only the necessary columns.
- B. Create a view on the table to present to the virtualization tool.
- C. Export the data into a Google Sheet for virtualization.
- D. Create identity and access management (IAM) roles on the appropriate columns, so only they appear in a query.
Correct Answer: B 🗳️
Which Google Cloud Platform service is an alternative to Hadoop with Hive?
- A. BigQuery
- B. Cloud Dataflow
- C. Cloud Datastore
- D. Cloud Bigtable
Correct Answer: A 🗳️
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You launched a new gaming app almost three years ago. You have been uploading log files from the previous day to a separate Google BigQuery table with the table name format LOGS_yyyymmdd. You have been using table wildcard functions to generate daily and monthly reports for all time ranges. Recently, you discovered that some queries that cover long date ranges are exceeding the limit of 1,000 tables and failing. How can you resolve this issue?
- A. Convert the sharded tables into a single partitioned table
- B. Create separate views to cover each month, and query from these views
- C. Convert all daily log tables into date-partitioned tables
- D. Enable query caching so you can cache data from previous months
Correct Answer: C 🗳️
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