Agile BI: Just Enough Design, Data Modeling with Agility Training in Australia

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 1 Day
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

Agilists criticize the “big design up front” (BDUF) nature of plan-driven development. Uncertainty early in a project makes BDUF costly and risky. However, the avoidance of BDUF is sometimes misconstrued to mean “no design up front,” which leads to poor quality and high technical debt. Experienced agilists know that what is truly needed is sufficient design up front (SDUF)—enough to galvanize developers around a shared understanding of the problem domain, architecture, and data models. This course introduces an agile modeling approach that strikes the sufficient-up-front and just-in-time balance.

There are no prerequisites for this course.

  • Data warehouse architects, designers, developers, and administrators
  • Business intelligence practitioners
  • Business analysts and product owners

  • Agile modeling values and principles
  • Techniques for determining the right level of up-front design
  • How to avoid overbuilding solutions by designing for what is needed
  • Domain modeling
  • Data model patterns
  • Data smells and the impact of technical debt
  • Continuous integration
  • Safe refactoring techniques for making incremental design changes
  • How to determine the right level of design documentation that is needed
  • Effective collaborative modeling practices for cross-functional teams
  • How to minimize the amount of unnecessary rework through reference and conceptual designs
  • How to establish iteration zero as an agile practice that gives teams the runway to start delivering

1. Introduction

  • Agile Overview
  • Benefits of Evolutionary Design

2. Agile Modeling Mindset

  • The Challenge
  • Purpose of Modeling
  • Agile Modeling Goals
  • Modeling in the Agile Project Management Lifecycle
  • Agile Modeling Guiding Principles

3. Agile Documentation

  • Why, When and What to Document
  • Creating Self-Evident Implementations
  • Documenting with a clear purpose for the right audience
  • Minimally sufficient documentation
  • Negative Value Documentation and Document End of Life

4. Domain Modeling

  • Why, When and Who
  • Story-Gathering Process
  • Defining and Refining user roles
  • User Personas
  • Domain Modeling Exercise

5. Use Cases and User Stories

  • Why, When and Who
  • Use Cases
  • User Stories
  • Use Case Exercise

6. Sufficient Design Up Front

  • How Buildings Learn
  • Iteration Zero
  • Conceptual Data Modeling
  • Establishing Test Automation
  • Continuous Integration Infrastructure
  • Sufficient Design Guiding Principles

7. Data Model Patterns

  • What is a Pattern?
  • Pattern References
  • Why Use Patterns?
  • Drawbacks of Patterns
  • Patterns, Seed Models, and Archetypes

8. Technical Debt

  • Overview
  • Design and Technical Debt
  • Indicators of Technical Debt
  • Prioritizing Debt
  • Technical Debt exercise

9. Database Refactoring

  • What is Refactoring?
  • Refactoring Categories
  • How Refactoring Works
  • Preparing to Refactor
  • How to Refactor

10. Agile Modeling with Data Vault

  • Complexity of Changeb
  • Introduction to Data Vault
  • Hubs, Satellites and Links
  • Data Vault example
  • Data Vault Strength: Adapting to Change
  • Data Vault Principles
  • Why is Data Vault agile?
  • Data Vault Exercise


Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Australia facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

14 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom
17 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom
14 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom
17 January 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom
01 March 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom
17 March 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom
01 March 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom
05 April 2025 (1 Day)
Melbourne, Sydney, Brisbane
Classroom / Virtual Classroom
Agile BI: Just Enough Design, Data Modeling with Agility Training Course in Australia

Australia is the smallest continent yet it's also one of the largest countries in the World. As the oldest and flattest continent, Australia is a mega-diverse country with a vast variety of landscapes, climates and animals. Canberra is the capital city while Sydney, Brisbane and Melbourne are the more popular ones. Australia is a developed country with a high-income economy and a member of the United Nations, G20 and the Commonwealth of Nations.

While cricket and football are the most popular sports in Australia, the Australian Open tennis grand slam tournament is a major international event that takes place in this country. The island of Tasmania has the cleanest air in the world. Uluru-Kata Tjuta National Park, Great Barrier Reef, Kangaroo Island, Kakadu National Park, Whitsunday Islands and The Pinnacles are some of the jaw-dropping places in Australia.

We offer a wide range of IT courses, from cybersecurity, data science and software development to business skills and project management, and we can host training at your preferred location in Australia. Let our experienced instructors provide you with hands-on training and practical insights.
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