Iterative Discovery and Analysis: Workflow / Activity and Capability Model
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Models of the workflow and capabilities necessary for iterative discovery and analysis. Identifies the two primary cycles - Insight / Discovery, and Modeling - making up analysis workflow. Maps the deep structure of discovery and analysis activity using the Language of Discovery. Identifies core and enhancing capabilities necessary for analysis.
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Iterative Discovery and Analysis: Workflow / Activity and Capability Model
- 1. Iterative Discovery & Analysis: Workflow & Capability Models Copyright © 2014 Oracle and/or its affiliates. All rights reserved. | Joe Lamantia Product Strategy(ist) Oracle | Endeca: Big Data Discovery November, 2014
- 2. Discovery & Analysis Workflow Copyright © 2014 Oracle and/or its affiliates. All rights reserved. | 2 Acquire Ingest & Clean Store & Manage Featurize Wrangle Visual Analysis Interactive Queries Modeling Story-telling Build Monitor & Deploy Maintain Present Disseminate Insight cycle Modeling cycle Adapted from ‘Data Analysis Just One Component of the Data Science Workflow’ http://radar.oreilly.com/2013/09/data-analysis-just-one-component-of-the-data-science-workflow.html
- 3. Discovery & Analysis Workflow Insights Features Copyright © 2014 Oracle and/or its affiliates. All rights reserved. | 3 Acquire Ingest & Clean Store & Manage Featurize Wrangle Visual Analysis Interactive Queries Modeling Story-telling Build Monitor & Deploy Maintain Present Disseminate Insight cycle Modeling cycle Adapted from ‘Data Analysis Just One Component of the Data Science Workflow’ http://radar.oreilly.com/2013/09/data-analysis-just-one-component-of-the-data-science-workflow.html
- 4. Discovery & Analysis Capabilities Discovery Modeling Copyright © 2014 Oracle and/or its affiliates. All rights reserved. | 4 Explore Data quality Wrangle Analyze Augment Sensemaking Transformation Features Goals Realize insights Generate Models Goals Understand data Make data useful Cumulative incremental progress
- 5. Discovery & Analysis Capabilities Perspective Perspective Focus Feedback cycle Copyright © 2014 Oracle and/or its affiliates. All rights reserved. | 5 Mode Mode Mode Mode Mode Type Mode Type Focus Goals outcomes Goals outcomes Desired direction of flow
- 6. Core & Enhancing Capabilities Modeling Features Core { Copyright © 2014 Oracle and/or its affiliates. All rights reserved. | 6 Discovery Explore Data quality Wrangle Analyze Augment Publish & operationalize outcomes Acquire & manage data Enhancing{ Workflow, provenance, versioning, accelerators, collaboration…
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