About#
This is the Techworks Best Practices in Artificial Intelligence Guide. It is one of the core activities of the Techworks AI Innovation Cross Working Group (AI xWG).
This guide is for professional software engineers in the electronics systems industry who now need to implement Artificial Intelligence and Machine Learning (AI/ML) solutions. We make the following two assumptions:
the reader is an experienced software engineer; and
the reader has no prior experience of AI/ML.
The guide is intended to help both plan and execute an AI project. The guide takes the form of a series of questions to be answered. Comprehensive supplementary information is provided to help answer these questions. The outcome is an optimally designed, implemented and deployed AI/ML solution.
The goal of this guide is to help address the AI skill gap in the UK by empowering our existing engineers to fully adavantage of this technology. The guide achieves this by laying out best practices guidance for electronic systems engineers that will allow them both to:
Quickly access and understand key concepts and ideas in AI and Machine Learning; and
Work through an AI project from first principles to a completed product.
Contributors#
We thank all contributors and reviewers of this project.
Contributors#
Alex Wang
Allison Lowndes
Andrew Rogoyski
Andy Bond
Arezou Nayebi
Charles Sturman
Dimitra Georgiadou
Elliot Stein
Gopal Ramchurn
James Watson
Jeremy Bennett
Lauren Thompson
Mark Zwolinski
Mike Bartley
Prethveraj M S
Tim Santos