Data Lab Architectures
A field practitioner guide to building and accelerating data lab initiatives
The benefits of transitioning your organisation towards data-driven decision making are well established. A data-driven organisation can benefit from performance measurement in two temporal directions: retrospective performance assessment; and forward looking predictive performance analysis; as well as gaining deeper insight into the current state of the operation.
In this whitepaper, we present some technology and resource blueprints frequently used to build and operate an effective Data Lab, appropriate to the needs of a typical contemporary enterprise looking to become more data-driven.
In this whitepaper you will learn:
- The basic vocabulary and concepts of a data science lab
- The benefits and technology blueprints for establishing a data lab
- Strategies to accelerate data lab initiatives in any modern business transformation programme
- Examples of free and open source solutions that provide value to data labs