Domain 1: Collection
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Determine the operational characteristics of the collection system
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Select a collection system that handles the frequency, volume, and source of data
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Select a collection system that addresses the key properties of data, such as order, format, and compression
Domain 2: Storage and Data Management
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Determine the operational characteristics of a storage solution for analytics
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Determine data access and retrieval patterns
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Select an appropriate data layout, schema, structure, and format
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Define a data lifecycle based on usage patterns and business requirements
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Determine an appropriate system for cataloging data and managing metadata
Domain 3: Processing
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Determine appropriate data processing solution requirements
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Design a solution for transforming and preparing data for analysis
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Automate and operationalize a data processing solution
Domain 4: Analysis and Visualization
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Determine the operational characteristics of an analysis and visualization solution
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Select the appropriate data analysis solution for a given scenario
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Select the appropriate data visualization solution for a given scenario
Domain 5: Security
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Select appropriate authentication and authorization mechanisms
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Apply data protection and encryption techniques
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Apply data governance and compliance controls