Data Warehouse Fast Track Demo

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    Brian Intro Good Morning and Welcome to the Tuning and Scaling portion of the week of warehousing. We have had a tremendous week of persentations and demos and if you’ve been lucky enough to be with us all week, I hope you are getting hat your expected and more from our experts.

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    Data Warehouse Fast Track Demo - Presentation Transcript

    1. Pragmatic Works’ Brian Knight [email_address]
      • Approximately 10% of your user population will learn how to build ad hoc queries
      • This means you must build applications to provide access to the other 90%
      • IT typically has a huge back log of reports to develop, which creates a large expense
      • Helps with reporting
        • Ad-hoc reports
        • Get reporting system resources off the transactional database
      • Consolidate databases and sources
      • Predictive analysis with data mining
      • Retain data for a longer period than transactional databases
      • Mentor customer in producing, loading and reporting against a data warehouse
      • Mentor customer in avoiding common performance and project pitfalls
      • Design core schema for small data warehouse proof of concept (POC) and conceptual warehouse for rest of system
      • Delivery of sample ETL, report and cube against the POC warehouse
      • 1 hour call with you to retrieve existing source system diagrams
      • Discussion of business problems
      • Checking in to make sure the development environment and access to source systems are ready
      • Activities
        • Review existing database diagrams
        • Preliminary meeting with stakeholders to review report
        • Brainstorm and whiteboard database diagram for warehouse (high-level)
      • Deliverables
        • Bus Matrix of the requirements
        • Feasibility and Prioritization Worksheet
        • Conceptual database diagram for data warehouse
    2. <- Low Feasibility High-> <-Low Business Impact High-> Customer Profitability Product Utilization Product Promotions Inventory Levels Product Promotions Product Returns Product Promotions
    3.  
      • Data Separated into fact and dimension tables
      • Dimension tables answer the pivot or where clause
        • Make as wide and descriptive as possible
        • Surrogate keys operate as unique ID for each row
        • Keep surrogate keys as small as possible
      • Fact tables answer the what or select statement
        • Intersect all dimension tables
        • Surrogate keys from each dimension in this table
        • Measures are the “what” like Price, Quantity, Duration
      • Activity:
        • Create high-level mappings of targets for the week
        • Create a SSIS package to load the data warehouse fact table and dimensions
      • Deliverable:
        • Proof of concept data mart with 1 fact table and a few related dimensions
        • Set of SSIS packages to load the data warehouse
      • Source System (relational)
      5- Data Warehouse ETL (SSIS)
    4. Example SSIS Data Flow
      • Activities
        • Demonstrate SSAS functionality using POC warehouse
        • Demonstrate KPI functionality using sample SSAS cube
      • Deliverables
        • Prototype SSAS cube for demonstration purpose
        • Slice and dice report using Excel 2007
    5. Pragmatic Works
      • Activities
        • Demonstrate SSRS report writing using cubes
        • Demonstrate SSRS reports against a typical drill-down data warehouse
      • Deliverables
        • Sample SSRS report using the cube or the data warehouse
    6. Example SSRS Report
      • Activity
        • Review week's findings (with stake holders)
        • Review best practices
        • Transition of knowledge to other staff members not in fast track session via an internal meeting
      • Deliverable:
        • Next steps roadmap
        • Start high-level project plan with client guidance
    7.  
    8. Milestone Timeline Owner(s) Clean Source System Iteration 1 Data Entry Finalize Bus Matrix Iteration 1 Business and IT stakeholders Logical Data Model Approved Iteration 1 Business and IT stakeholders
      • Access to the data sources that customer requires for project
        • Ideally, this should be scoped to a single source or a simple two sources
      • Access to stakeholder who has requested the reports (typically for 4-6 hours)
      • 100% access to a technical resource to mentor and do hand off
      • Questions
      • [email_address]
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