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| Topic | Details |
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| Topic 1 | - Architect with Analytic Services: This domain targets a Data Analytics Architect and focuses on designing solutions using analytic components of Cloud Pak for Data. Architecting with DataStage involves creating data integration and ETL pipelines. Data Refinery architectures prepare and cleanse data for analysis. Db2 Big SQL solutions address querying large distributed data sets with SQL, facilitating analytics across diverse data sources.
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| Topic 2 | - Architect with AI Series: This section measures the skills of an AI Solution Architect and includes designing architectures for solutions involving various IBM Watson AI services. Architecting with Watson Assistant involves creating conversational AI interfaces. Watson Discovery solutions focus on building cognitive search and content analytics applications. Watson Pipelines solutions involve orchestrating data science workflows. Watson OpenScale architectures enable AI model monitoring and governance. Architecting with Match 360 supports personalized engagement by integrating multi-channel customer insights.
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| Topic 3 | - Architect with Data Governance Services: This section evaluates skills of a Data Governance Specialist, covering the architecture of knowledge catalogs to enable data discovery and management. Data Privacy architectures ensure compliance with regulatory requirements around data protection. Knowledge Accelerators involve designing solutions that speed up data governance processes through predefined policies and templates.
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| Topic 4 | - Security Requirements: This domain targets a Security Architect and focuses on planning security for a Cloud Pak for Data deployment. It includes managing certificates that secure communications, identity management systems, and access and authorization controls to enforce secure and compliant user and service interactions. The auditing features and their integration with enterprise audit systems are crucial to ensure traceability and accountability. Asset interchange security involves safeguarding data movement between services.
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| Topic 5 | - Architect with Data Source Services: This domain measures expertise of a Data Integration Architect and includes architecting solutions with data replication technologies to synchronize data across systems. IBM Data Virtualization architecture enables access to and querying of disparate data sources without data movement. Architecting with watsonx.data focuses on building intelligent data lakes and query engines. Architecting with Db2-related services involves designing scalable data management and processing architectures using IBM's Db2 platforms.
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IBM Cloud Pak for Data v4.7 Architect Sample Questions (Q160-Q165):
NEW QUESTION # 160
What is a benefit of utilizing the IBM Data Virtualization service?
- A. Data can be copied to the platform quickly and easily.
- B. Discover and classify sensitive information.
- C. Workloads can bypass data source security for faster execution.
- D. Access to many different data sources can be governed centrally.
Answer: D
Explanation:
As mentioned previously, IBM Data Virtualization provides a single governed access point for data residing across heterogeneous systems. It reduces data movement by creating virtualized views, enabling organizations to query multiple sources seamlessly while adhering to centralized security and governance policies. This capability supports analytics and reporting without duplicating or moving data.
NEW QUESTION # 161
Which two storage requirements are essential to achieve High Availability?
- A. Regular data purging
- B. Frequent system downtime for maintenance
- C. Data redundancy
- D. Scalable storage solutions
Answer: C,D
NEW QUESTION # 162
The data integration team at a financial services company has always struggled to manage resources as the number of integration jobs changes throughout the month.
Which two settings are available when configuring Dynamic Workload Management for a specific DataStage instance?
- A. Job Configuration File (APT_CONFIG_FILE)
- B. Job Count (JobCount)
- C. Job Log Retention (log_retention)
- D. Auto-scaling (computePodsMin, computePodsMax)
- E. ETL/ELT Mode (ETL, ELT, or Hybrid)
Answer: B,D
NEW QUESTION # 163
What is Continuous Availability in the context of system design?
- A. Ensuring systems are never updated or maintained
- B. Allowing occasional system failures without backup
- C. Planning for frequent and prolonged outages
- D. Achieving near-zero downtime and data loss
Answer: D
NEW QUESTION # 164
Which of the following strategies are crucial for planning an effective backup and restore process in a Cloud Pak for Data environment?
- A. Regular backup scheduling
- B. Real-time data mirroring
- C. Multi-region storage replication
- D. Automated backup validation
Answer: A,D
NEW QUESTION # 165
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