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| Topic | Details |
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| Topic 1 | - 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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| Topic 2 | - 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 3 | - 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 4 | - 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 5 | - 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 (Q175-Q180):
NEW QUESTION # 175
What are two ways to customize Knowledge Accelerators to meet specific requirements?
- A. Create a separate project for any customized content.
- B. Customize the content in a separate namespace.
- C. Place Knowledge Accelerator content in a "development" vocabulary separate from the main stream "enterprise vocabulary".
- D. Change Knowledge Accelerator content inline.
- E. Use a GitHub Repo to manage any changes.
Answer: A,C
Explanation:
Customization of Knowledge Accelerators in IBM Cloud Pak for Data is a structured process to preserve the integrity of base content while allowing for extension. The recommended approaches include:
Creating a separate project for customizations, so that changes are isolated and easily managed without affecting the source accelerator.
Using a "development" vocabulary where custom terms and structures are created. This is separate from the "enterprise vocabulary," which contains the unmodified, original Knowledge Accelerator content. Inline editing of the original content is discouraged. Use of GitHub or namespaces is not part of the official customization workflow.
NEW QUESTION # 176
When creating a Db2 Big SQL service instance, which two service resource items should be taken into account when sizing the cluster?
- A. Maximum expected throughput
- B. Number of workers
- C. Number of physical cores
- D. Number of virtual cores
- E. Amount of memory
Answer: B,E
Explanation:
When provisioning a Db2 Big SQL service instance in IBM Cloud Pak for Data, key considerations include the amount of memory available per worker node and the total number of worker nodes. These factors directly affect query execution parallelism and system capacity. The system does not distinguish between physical and virtual cores at the configuration level. Throughput is an outcome of sizing, not a direct sizing parameter.
Therefore, memory and number of workers are the two most critical sizing metrics.
NEW QUESTION # 177
What must be created to enable the Cloud Pak for Data platform to use a company's custom CA certificate to validate certificates from internal servers?
- A. A secret that contains the company's CA certificate.
- B. A secret containing a wildcard certificate for all internal servers.
- C. A configmap that contains all internal server certificate chains.
- D. A configmap that contains the company's CA certificate.
Answer: D
Explanation:
To enable IBM Cloud Pak for Data to trust certificates from internal servers using a custom Certificate Authority (CA), the correct method is to create a Kubernetes ConfigMap that contains the CA certificate. This ConfigMap is referenced by the platform's foundational services to include the CA in the trusted root store.
Secrets are typically used for storing sensitive data like private keys and TLS certificates but are not used for adding trusted root CAs at the platform level. A ConfigMap is explicitly required by the platform to inject the CA trust into the certificate validation chain.
NEW QUESTION # 178
Which data processing engine is used for Data Privacy Masking flows?
- A. dbt
- B. Spark
- C. Presto
- D. DataStage
Answer: B
Explanation:
Data Privacy Masking flows in IBM Cloud Pak for Data utilize Apache Spark as the underlying data processing engine. Spark enables large-scale, distributed data masking operations for structured data, supporting high-performance transformations and compliance with privacy regulations. While DataStage can perform similar operations, the default and recommended engine for Data Privacy flows in CP4D is Spark. dbt and Presto are not used for this masking functionality.
NEW QUESTION # 179
In deciding between managed and self-managed OpenShift for Cloud Pak for Data, what are key factors to consider?
- A. Cost considerations
- B. Desired level of control over the environment
- C. In-house technical expertise
- D. Compliance requirements
Answer: A,B,C
NEW QUESTION # 180
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