Exam Name: IBM Cloud Pak for Data v4.x Solution Architecture
Certification Provider: IBM
Corresponding Certification: IBM Certification
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IBM C1000-136 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Machine Learning Operations | 16% | - Monitor deployed models inside Cloud Pak for Data - Manage risk and regulatory compliance using OpenPages - Key considerations when selecting a platform for model deployment - Workflow of deploying and monitoring models - Monitor machine learning models running on an external platform |
| Analytics | 17% | - Capabilities of AI for financial operations in Cloud Pak for Data - Difference between Descriptive, Prescriptive, Predictive, Diagnostic, and Cognitive Analytics - Map business opportunities into an Analytics use case - Capabilities of business intelligence in Cloud Pak for Data |
| Cloud Pak for Data Architecture | 21% | - Secure the solution and client data - Understand Cloud Pak for Data reference architecture - Understand the underlying infrastructure and installation - Understand Cloud Pak for Data reliability options - Understand sizing and deployment options |
| Data Governance | 22% | - Define the Governance structure - Map business opportunities into a data governance use case - Use smart ingestion for auto cataloging - Capabilities of a data fabric topology - Leverage the platform to understand data flow and usage - Understand how workflow is used in Cloud Pak for Data - Explain the use of Guardium in auditing and monitoring data - Explain the concepts of Knowledge Accelerators |
| Integration, Implementation, Deployment, and Scaling | 10% | - Accelerate the solution using Industry Accelerators and External Data sets - Integrate Business Applications using Cloud Pak for Data - Develop process to take a Data and AI solution from inception to production - Develop a strategy to monitor the Data and AI platform |
| Build Data Science Algorithms | 14% | - Process and tools in Cloud Pak for Data to build, deploy, and monitor ML/AI algorithms - Map business opportunities into a Data Science use case - Differences between traditional programming and machine learning - Collect, explore, and prepare data for ML/AI algorithms - Build and deploy ML/AI algorithms in Cloud Pak for Data |
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