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| Topic | Details |
|---|
| Topic 1 | - 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 2 | - Plan for a Cloud Pak for Data Implementation: This section of the exam measures the skills of an Implementation Consultant and covers determining which Cloud Pak for Data services to deploy based on organizational needs. It involves sizing the Kubernetes
- OpenShift cluster appropriately for workload demands and planning backup and restore strategies to ensure data protection. Planning for high availability and disaster recovery is essential to maintain uninterrupted service. Multi-tenancy requirements must be understood to support multiple user groups securely on shared infrastructure. Migration requirements need assessment to transition existing data and workloads smoothly.
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| Topic 3 | - 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.
|
| Topic 4 | - 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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IBM Cloud Pak for Data v4.7 Architect Sample Questions (Q145-Q150):
NEW QUESTION # 145
Which two Cloud Pak for Data predefined roles are used to define DataStage access?
- A. Business Analyst
- B. Reporting Administrator
- C. DataStage Developer
- D. Governance Steward
- E. Data Steward
Answer: C,E
Explanation:
In IBM Cloud Pak for Data, DataStage access is managed using predefined roles that grant specific permissions. The DataStage Developer role is explicitly designed to allow users to create and manage DataStage flows. The Data Steward role is involved in managing data access, lineage, and metadata, which supports governance aspects within DataStage projects. Business Analyst and Governance Steward roles are focused on cataloging and governance workflows, not DataStage design or execution. Reporting Administrator is not applicable in this context.
NEW QUESTION # 146
How do storage classes affect Watson Discovery's performance?
- A. They modify the user interface theme
- B. By influencing indexing speed and query performance
- C. They have no impact on performance
- D. By changing the language of stored data
Answer: B
NEW QUESTION # 147
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. Auto-scaling (computePodsMin, computePodsMax)
- B. Job Configuration File (APT_CONFIG_FILE)
- C. Job Log Retention (log_retention)
- D. ETL/ELT Mode (ETL, ELT, or Hybrid)
- E. Job Count (JobCount)
Answer: A,E
NEW QUESTION # 148
Which two of the following can be used with Watson Pipelines?
- A. PowerShell
- B. Bash scripts
- C. Notebooks
- D. Postgres
- E. Db2 Big SQL
Answer: B,C
Explanation:
Watson Pipelines in Cloud Pak for Data support orchestration of diverse workload types including notebooks (Python or similar interactive environments) and scripts such as Bash. These pipeline components allow integration of notebook cells or shell scripts as tasks. There is no built#in support for executing PowerShell tasks directly (unless wrapped in Bash-like containers), and Postgres is used as a data source-not a pipeline component type. While Db2 Big SQL can be invoked within a notebook or script, it is not itself a pipeline component. Therefore the supported types in pipelines are notebooks and Bash scripts.
NEW QUESTION # 149
Comparing data replication with an ETL tool, which feature is exclusive to data replication concerning real-time data changes?
- A. Batch processing of data changes
- B. Deferred data update capabilities
- C. Immediate data synchronization
- D. Reduced data consistency
Answer: C
NEW QUESTION # 150
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