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What is the duration, language, and format of Google Professional Data Engineer Exam

  • Format: Multiple choices, multiple answers
  • Number of Questions: 50-60
  • Language: English (U.S.), Japanese, Spanish, and Portuguese
  • Cost: $200
  • Passing score: 80%
  • Length of Examination: 120 minutes

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Don't wait and enroll in these training courses offered by the official vendor that will help you ace the Professional Data Engineer exam with a good score. Once you take this exam and earn the prestigious Professional Data Engineer certification, you will get a chance to obtain a high-paying job and an amazing opportunity to work with the experts. Don't waste your time on other tasks and start preparing for this exam today. The more you practice the more you will get closer to success as a data analyst or data engineer. Moreover, it will polish your skills throughout and allow you to efficiently in well-reputed companies.

The Professional Data Engineer exam is the industry-standard exam that proves the candidate’s ability to do data-driven decision-making by assembling, transforming, and publishing data. If you are rooting for a career in data engineering, you should take this test. It will lead you to attain the Professional Data Engineer certification issued by Google.

Reference: https://cloud.google.com/certification/data-engineer

Google Cloud Big Data & Machine Learning Fundamentals course

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Google Professional-Data-Engineer日本語 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Designing data processing systems22%- Data architecture and storage design
  • 1. Designing scalable and cost-effective data models
    • 2. Choosing appropriate data storage solutions (relational, NoSQL, data warehouse)
      - Batch and streaming data processing design
      • 1. Event-driven vs batch architectures
        • 2. Latency, throughput, and consistency trade-offs
          Topic 2: Ensuring solution quality28%- Reliability and performance
          • 1. Monitoring pipelines and workloads
            • 2. Fault tolerance and recovery strategies
              - Security and governance
              • 1. Data governance and compliance
                • 2. IAM and access control in GCP
                  Topic 3: Operationalizing machine learning models26%- Model deployment and monitoring
                  • 1. Model monitoring and drift detection
                    • 2. Online vs batch prediction
                      - ML pipeline integration
                      • 1. Feature engineering and feature stores
                        • 2. Vertex AI pipeline deployment
                          Topic 4: Building and operationalizing data processing systems24%- Data processing and transformation
                          • 1. ETL/ELT pipeline design
                            • 2. Using Dataproc, Dataflow, and BigQuery SQL
                              - Data ingestion and integration
                              • 1. Streaming ingestion (Pub/Sub, Dataflow)
                                • 2. Batch ingestion pipelines (BigQuery, Cloud Storage)
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