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Google GCP-DE Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Managing and optimizing solutions | 20%-25% | - Reliability and scalability
|
| Topic 2: Building and operationalizing data processing systems | 28%-33% | - Operationalizing systems
|
| Topic 3: Ensuring solution quality | 20%-25% | - Security and compliance
|
| Topic 4: Designing data processing systems | 22%-27% | - Designing data pipelines
|
Google Data Engineer Sample Questions:
1. All Google Cloud Bigtable client requests go through a front-end server they are sent to a Cloud Bigtable node.
A) before
B) only if
C) once
D) after
2. 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) Export the data into a Google Sheet for virtualization.
C) Create a view on the table to present to the virtualization tool.
D) Create identity and access management (IAM) roles on the appropriate columns, so only they appear in a query.
3. Your company is loading comma-separated values (CSV) files into Google BigQuery. The data is fully imported successfully; however, the imported data is not matching byte-to-byte to the source file. What is the most likely cause of this problem?
A) The CSV data loaded in BigQuery is not flagged as CSV.
B) The CSV data loaded in BigQuery is not using BigQuery's default encoding.
C) The CSV data has not gone through an ETL phase before loading into BigQuery.
D) The CSV data has invalid rows that were skipped on import.
4. What are the minimum permissions needed for a service account used with Google Dataproc?
A) Execute to Google Cloud Storage; execute to Google Cloud Logging
B) Write to Google Cloud Storage; read to Google Cloud Logging
C) Read and write to Google Cloud Storage; write to Google Cloud Logging
D) Execute to Google Cloud Storage; write to Google Cloud Logging
5. You are developing a software application using Google's Dataflow SDK, and want to use conditional, for loops and other complex programming structures to create a branching pipeline. Which component will be used for the data processing operation?
A) PCollection
B) Transform
C) Pipeline
D) Sink API
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: B |

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