HQT-2925 Study Guide PDF and Practice Questions
Hitachi Vantara HQT-2925 Exam Specifications
- Exam Code:
- HQT-2925
- Exam Name:
- Presales Data Operations Foundation Professional
- Provider:
- Hitachi Vantara
- Time:
- 120 min
- Passing Percentage:
- 70%
- Version:
- 6.0
Question Types
- 100 Single Select
100 Questions with Answers
- PDF Printable (Q & A)
- 3 Months
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Real Exam-like Questions and Answers (100 total)
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Presales Data Operations Foundation Professional: Compact Topic Summary
For the Presales Data Operations Foundation Professional exam, you’ll gain practical skills across the data operations lifecycle, governance, and data quality management, including profiling, cleansing, and anomaly detection to ensure reliable datasets. You’ll also learn to integrate data, manage metadata and lineage, implement security and privacy controls, optimize performance and costs for large-scale data movement across cloud and on-premises environments, monitor operations, and craft stakeholder-ready solution narratives.
Summary Topics
- Overview of data operations lifecycle, governance, and quality assurance practices.
- Fundamentals of data integration, ingestion methods, and processing pipelines effectiveness.
- Techniques for metadata management, cataloging, and data lineage visualization principles.
- Security and privacy fundamentals applied to data operations and access control.
- Data quality assurance practices, profiling, cleansing, and anomaly detection strategies.
- Performance considerations for large-scale data movement, batching, and throughput optimization.
- Cloud and on-premises deployment concepts for data operations environments scalability.
- Monitoring, logging, and observability practices to ensure operational reliability continuity.
- Cost management considerations for data operations including storage and compute.
- Effective stakeholder communication and solution storytelling for data operations presentations.
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