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IBM Cloud Pak for Data solution helps organizations to automate their data-driven decision-making process. With this certification, individuals can demonstrate their proficiency in building, deploying, and managing IBM Cloud Pak for Data solutions. IBM Cloud Pak for Data v4.x Solution Architecture certification also helps individuals to enhance their career prospects as many organizations are actively looking for professionals with IBM Cloud Pak for Data certification.
Reference: https://www.ibm.com/training/certification/C0004601
IBM C1000-136 (IBM Cloud Pak for Data v4.x Solution Architecture) certification exam is a valuable credential for technical professionals who want to prove their expertise in designing, architecting, and implementing IBM Cloud Pak for Data solutions. IBM Cloud Pak for Data v4.x Solution Architecture certification validates the candidate's technical skills and knowledge and can help them stand out in the job market. With the increasing demand for data and AI solutions, earning the IBM C1000-136 certification can open up new career opportunities for professionals.
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Analytics | 17% | - Difference between Descriptive, Prescriptive, Predictive, Diagnostic, and Cognitive Analytics - Capabilities of AI for financial operations in Cloud Pak for Data - Map business opportunities into an Analytics use case - Capabilities of business intelligence in Cloud Pak for Data |
| Topic 2: Build Data Science Algorithms | 14% | - Collect, explore, and prepare data for ML/AI algorithms - Process and tools in Cloud Pak for Data to build, deploy, and monitor ML/AI algorithms - Differences between traditional programming and machine learning - Map business opportunities into a Data Science use case - Build and deploy ML/AI algorithms in Cloud Pak for Data |
| Topic 3: Integration, Implementation, Deployment, and Scaling | 10% | - Develop a strategy to monitor the Data and AI platform - Integrate Business Applications using Cloud Pak for Data - Develop process to take a Data and AI solution from inception to production - Accelerate the solution using Industry Accelerators and External Data sets |
| Topic 4: Cloud Pak for Data Architecture | 21% | - Understand sizing and deployment options - Secure the solution and client data - Understand Cloud Pak for Data reference architecture - Understand Cloud Pak for Data reliability options - Understand the underlying infrastructure and installation |
| Topic 5: Machine Learning Operations | 16% | - Monitor deployed models inside Cloud Pak for Data - Monitor machine learning models running on an external platform - Workflow of deploying and monitoring models - Key considerations when selecting a platform for model deployment - Manage risk and regulatory compliance using OpenPages |
| Topic 6: Data Governance | 22% | - Use smart ingestion for auto cataloging - Capabilities of a data fabric topology - Map business opportunities into a data governance use case - Explain the use of Guardium in auditing and monitoring data - Understand how workflow is used in Cloud Pak for Data - Leverage the platform to understand data flow and usage - Define the Governance structure - Explain the concepts of Knowledge Accelerators |
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