Dimensional Modeling Beyond the Basics: Intermediate and Advanced Techniques Training in Finland

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 2 Days
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

This accelerated class will go beyond the fundamental questions and tackle some of the most commonly asked questions and addresses the most common mistakes that people make. This course is based on real world experience in dealing with large data volumes and very complex models. The goal of this course is to equip you with the tool and knowledge to address your complex modeling challenges and to meet your demanding business needs.

All attendees should have basic knowledge about dimensional modeling AND some hands-on experience with dimensional modeling.

All data modelers and database administrators who have been developing or supporting data warehouses should attend this course. This course is intended to expand their knowledge of modeling techniques beyond the basic concepts. This course is also appropriate for other team members including project manager, staging system developers and end user application designers, including BI developers and data scientists.

  • Advanced techniques for handling complex, real life dimensional modeling problems
  • How to weigh advantages and disadvantages of design options
  • Guidelines for designing complex data marts
  • Techniques to keep users involved in the modeling process

Setting The Stage

  • Top Down And Bottom Up Approaches To Data Warehousing
  • Introduction to the Business Dimensional Model – The ‘Technology Independent’ Model
  • Presenting Your Data Model

Handling Dimension Challenges

  • Slowly Changing Dimensions
  • Designing Junk Dimensions
  • Considerations for Extremely High Volume Dimensions

Designing for Special Types of Facts

  • Semi‐additive, Factless and Derived Facts
  • Designing Multiple Fact Tables
  • Using Multiple Fact Tables
  • The Fact Group Matrix
  • Designing Conformed Dimensions
  • What is a conformed dimension?
  • Implementation Considerations
  • Conforming Slowly Changing Dimensions

Gathering Business Requirements

Fact Table Design Challenges

  • Common and Custom Facts
  • Transaction and Snapshot Fact Tables
  • Transportation Challenges

Advanced Dimension Table Challenges

  • Dimensions With Multiple Roles
  • Alternatives For Complex Hierarchies
  • Date and Time Design Alternatives
  • Handling Many‐To‐Many Relationships

Advanced Fact Table Challenges

  • Problems With Mixed Grain Facts
  • Using Multiple Fact Tables
  • Logical Vs. Physical Primary Key

Design Approach For Complex Data Marts

  • The Modeling Process within a Project
  • Bridging to the Implementation Team
  • Suggestions On How To Shorten The Project Schedule

Real World Dimensional Modeling

  • Characteristics of Dimensional Models
  • Guidelines For Modeling Complex Environments

Aggregation

  • Dimensional Support For Aggregates
  • Stars And Snowflakes
  • Use Of Materialized Views


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

Upcoming Trainings

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

Classroom / Virtual Classroom
01 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
02 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
04 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
03 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
07 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
18 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
18 elokuuta 2024
Helsinki, Espoo
2 Days
Classroom / Virtual Classroom
03 syyskuuta 2024
Helsinki, Espoo
2 Days
Dimensional Modeling Beyond the Basics: Intermediate and Advanced Techniques Training Course in Finland

Finland is a country located in northern Europe. Helsinki is the capital and largest city of the country. The majority of the people are Finns but there is also a small Lapp population in Lapland, where the country is famous for the Northern Lights. Finland's national languages are Finnish and Swedish.

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Also, as a pioneer in environmental sustainability, Finland is known for its efforts to reduce its carbon footprint and promote clean energy. This Nordic country is also famous for its unique and distinctive cultural heritage, including its traditional folk music and its elaborate traditional costumes.

Helsinki, Finland's capital city, is the country's business center. Helsinki is Finland's largest city, and it is home to many of the country's major corporations and organizations, including many of the country's leading technology firms. The city is also a commercial, trade, and financial center, as well as one of the busiest ports in the Nordic region.

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