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EncartaLabs

Dimensional Data Modeling

( Duration: 2 Days )

This Dimensional Data Modeling training course provides skills on dimensional modeling principles, processes, and deliverables. Starting from the basics, learn a complete set of best practices—from multiple fact table designs, to bridge tables, to advanced slow change processing.

By attending Dimensional Data Modeling workshop, delegates will learn:

  • How to capture actionable business requirements
  • How to build a logical dimensional data model
  • How to translate a logical dimensional model into a star-schema design
  • Why most subject areas require multiple fact tables, and how to identify them
  • When to use alternatives to the basic transaction fact table, including periodic snapshots, accumulating snapshots, and type-specific stars
  • How to cope with dimensional intricacy using techniques such as bridge tables, mini-dimensions, time-stamped dimensions, hybrid slow changes, and other slow change options
  • Techniques to ensure your data warehouse will scale as new subject areas are added
  • How design fits into development methods, who should be involved in design activities, and what tasks and outputs should be incorporated

This Dimensional Data Modeling class is suitable for Data modelers, Business analysts and architects, Database administrators and analysts, Information technology managers and project managers, Application development project team members, People involved in design and maintenance of data warehousing and business intelligence applications, People involved in data quality or data governance processes

COURSE AGENDA

1

Project/Program Planning

  • Responsibilities
  • Boundaries
  • An Engineer’s View
  • Beware the Objection Removers
  • What Does the Central Team Do?
  • Avoid DW/BI Isolation
  • Implementation Analysis Paralysis
2

Requirements Definition

  • Gathering Requirements
  • Business Requirements
  • Requirements Gathering Dos and Don’ts
  • Surprising Value of Data Profiling
  • Organizing around Business Processes
  • Focus on Business Processes, Not Business  Departments!
  • Identifying Business Processes
  • Business Process Decoder Ring
  • Relationship between Strategic Business Initiatives and Business Processes Wrapping Up the
  • Data Architecture
  • Making the Case for Dimensional Modeling
  • Is ER Modeling Hazardous to DSS?
  • A Dimensional Modeling Manifesto
  • There Are No Guarantees
  • Enterprise Data Warehouse Bus Architecture
  • Divide and Conquer
  • The Matrix
  • The Matrix: Revisited
  • Drill Down into a Detailed Bus Matrix
  • Integration Instead of Centralization
  • Integration for Real People
  • Data Stewardship : The First Step to Quality And Consistency
  • To Be or Not To Be Centralized
  • Contrast with the Corporate Information Factory
  • Differences of Opinion
  • Don’t Support Business Intelligence with a Normalized EDW
3

Dimensional Modeling Fundamentals

  • Basics of Dimensional Modeling
  • Fact Tables and Dimension Tables
  • Drilling Down, Up, and Across
  • Myths about Dimensional Modeling
  • Dangerous Preconceptions
  • Fables and Facts
  • Granularity
  • Declaring the Grain
  • Keep to the Grain in Dimensional Modeling
  • Types of Fact Tables
  • Fundamental Grains
  • Factless Fact Tables
  • Sound Like Jumbo Shrimp?
4

Dimension Table Core Concepts

  • Dimension Table Keys
  • Surrogate Keys
  • Keep Participants Keys Simple
  • Date and Time Dimension Considerations
  • It’s Time for Time
  • Surrogate Keys for the Time Dimension
  • Latest Thinking on Time Dimension Tables
  • Smart Date Keys to Partition Fact Tables
  • Handling All the Dates
  • Miscellaneous Dimension Patterns
5

More Dimension Patterns and Case Studies

  • Snowflakes, Outriggers, and Bridges
  • A Trio of Interesting Snowflakes
  • Help for Dimensional Modeling
  • Managing Bridge Tables
  • The Keyword Dimension
  • Dealing with Hierarchies

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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