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Data Science Capability Framework

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Craig Milroy
Craig Milroy

Data Science Capability Framework open for comment.

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@CraigMilroy © 01-2016 Chief Data Officer: DRAFT: Data Science Capability Framework Craig C. Milroy, Chief Data Architect
@CraigMilroy © 01-2016@CraigMilroy © 01-2016 Data Science Capability Framework Lab Management Languages Application Visualization Data Management Data Processing Analytics
@CraigMilroy © 01-2016@CraigMilroy © 01-2016 Data Science Capability Framework Lab Management Languages Application Visualization Data Management Data Processing Analytics R Python Scala Java Notebook Dashboards Data Services Data IDE Plots Interactive Graph Locational Visual Programing Exploration Metadata Quality Governance Provisioning Storage Data Products Map Reduce Spark SQL NoSQL Data Prep Stats Machine Learning Deep Learning Streaming Simulation Natural Language Video/Image/Audio Graph/Network Source Code, Model, Knowledge, Security, Cloud, Platform, Operations, Collaboration
@CraigMilroy © 01-2016@CraigMilroy © 01-2016 Banking, Big Data, Business Analytics, Business Architecture, Business Capability, Business Intelligence, Business Leadership Business Process, Business Transformation, Chief Data Architect, Cloud, Customer Centricity, Customer Relationship Management , Data Architecture , Data Assessments, Data Exploration, Data Governance, Data Integration, Data Process Modeling, Data Quality, Data Strategy, Data Streams, Data Visualization, Data Warehouse, Design, Financial Services, Enterprise Architecture, FSLDM, Hadoop, Information Lifecycle Management, Investment, Master Data Management, Metadata Management, Mobile, Next Generation Data Platform, Open Data, Open Source, Reference Data Management, Roadmap, Risk Management, Startup, Technology Stack, Thought Leadership craigmilroy ca.linkedin.com/in/craigcmilroy

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Data Science Capability Framework

  • 1. @CraigMilroy © 01-2016 Chief Data Officer: DRAFT: Data Science Capability Framework Craig C. Milroy, Chief Data Architect
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  • 4. @CraigMilroy © 01-2016@CraigMilroy © 01-2016 Banking, Big Data, Business Analytics, Business Architecture, Business Capability, Business Intelligence, Business Leadership Business Process, Business Transformation, Chief Data Architect, Cloud, Customer Centricity, Customer Relationship Management , Data Architecture , Data Assessments, Data Exploration, Data Governance, Data Integration, Data Process Modeling, Data Quality, Data Strategy, Data Streams, Data Visualization, Data Warehouse, Design, Financial Services, Enterprise Architecture, FSLDM, Hadoop, Information Lifecycle Management, Investment, Master Data Management, Metadata Management, Mobile, Next Generation Data Platform, Open Data, Open Source, Reference Data Management, Roadmap, Risk Management, Startup, Technology Stack, Thought Leadership craigmilroy ca.linkedin.com/in/craigcmilroy