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IBM C1000-136 Exam Topics

  • Integration, Implementation, Deployment, and Scaling 10%

  • Data Governance 22%

  • Build Data Science algorithms 14%

  • Cloud Pak for Data Artechitecure 21%

  • Analystics 17%

  • Machine learning Operations 16%

Reference: https://www.ibm.com/training/certification/C0004601

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IBM C1000-136 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Governance22%- Capabilities of a data fabric topology
- Define the Governance structure
- Understand how workflow is used in Cloud Pak for Data
- Explain the concepts of Knowledge Accelerators
- Map business opportunities into a data governance use case
- Leverage the platform to understand data flow and usage
- Use smart ingestion for auto cataloging
- Explain the use of Guardium in auditing and monitoring data
Topic 2: Cloud Pak for Data Architecture21%- Secure the solution and client data
- Understand Cloud Pak for Data reliability options
- Understand the underlying infrastructure and installation
- Understand sizing and deployment options
- Understand Cloud Pak for Data reference architecture
Topic 3: Build Data Science Algorithms14%- Collect, explore, and prepare data for ML/AI algorithms
- Build and deploy ML/AI algorithms in Cloud Pak for Data
- Differences between traditional programming and machine learning
- 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
Topic 4: Machine Learning Operations16%- Workflow of deploying and monitoring models
- Manage risk and regulatory compliance using OpenPages
- Monitor deployed models inside Cloud Pak for Data
- Monitor machine learning models running on an external platform
- Key considerations when selecting a platform for model deployment
Topic 5: Analytics17%- Difference between Descriptive, Prescriptive, Predictive, Diagnostic, and Cognitive Analytics
- Map business opportunities into an Analytics use case
- Capabilities of AI for financial operations in Cloud Pak for Data
- Capabilities of business intelligence in Cloud Pak for Data
Topic 6: Integration, Implementation, Deployment, and Scaling10%- Integrate Business Applications using Cloud Pak for Data
- Develop a strategy to monitor the Data and AI platform
- Accelerate the solution using Industry Accelerators and External Data sets
- Develop process to take a Data and AI solution from inception to production

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