Exam Name: IBM Cloud Pak for Data v4.x Solution Architecture
Certification Provider: IBM
Corresponding Certification: IBM Certification
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Get to know about the Key Features of the IBM Cloud Pak for Data v4.x Solution Architecture Certification
The IBM Cloud Pak for Data v4.x Solution Architecture certification helps you to understand the key features of the IBM Cloud Pak for Data v4.x solution architecture. With this certification, you will be able to understand how the solution architecture works and what are its key components.
The IBM Cloud Pak for Data v4.x solution is a complete data lake that provides a single source of truth for all analytics applications and data. It is designed to meet the needs of business users who want to run their own analytics or use pre-built analytic tools within their own environments, whether they're on premises or in the cloud. IBM C1000-136 exam dumps can also be used by students who want to enter the IT industry.
Reference: https://www.ibm.com/training/certification/C0004601
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IBM C1000-136 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Governance | 22% | - Capabilities of a data fabric topology - Map business opportunities into a data governance use case - Use smart ingestion for auto cataloging - Explain the concepts of Knowledge Accelerators - Explain the use of Guardium in auditing and monitoring data - Define the Governance structure - Leverage the platform to understand data flow and usage - Understand how workflow is used in Cloud Pak for Data |
| Build Data Science Algorithms | 14% | - Map business opportunities into a Data Science use case - Collect, explore, and prepare data for ML/AI algorithms - Differences between traditional programming and machine learning - Build and deploy ML/AI algorithms in Cloud Pak for Data - Process and tools in Cloud Pak for Data to build, deploy, and monitor ML/AI algorithms |
| Analytics | 17% | - Capabilities of business intelligence in Cloud Pak for Data - Capabilities of AI for financial operations in Cloud Pak for Data - Map business opportunities into an Analytics use case - Difference between Descriptive, Prescriptive, Predictive, Diagnostic, and Cognitive Analytics |
| Machine Learning Operations | 16% | - Key considerations when selecting a platform for model deployment - Monitor deployed models inside Cloud Pak for Data - Workflow of deploying and monitoring models - Manage risk and regulatory compliance using OpenPages - Monitor machine learning models running on an external platform |
| Cloud Pak for Data Architecture | 21% | - Understand the underlying infrastructure and installation - Secure the solution and client data - Understand Cloud Pak for Data reference architecture - Understand sizing and deployment options - Understand Cloud Pak for Data reliability options |
| Integration, Implementation, Deployment, and Scaling | 10% | - Develop process to take a Data and AI solution from inception to production - Develop a strategy to monitor the Data and AI platform - Accelerate the solution using Industry Accelerators and External Data sets - Integrate Business Applications using Cloud Pak for Data |
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