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AI Whitepaper – AI-Enabled Data Quality

10 June 2020

      In this paper, authored by our Head of AI Fiona Browne, we provide an overview of Artificial Intelligence (AI) and Machine Learning (ML) and their application to Data Quality.   We highlight how tools in the Datactics platform can be used for key data preparation tasks including cleansing, feature engineering and dataset labelling …Read More

Practical AI – Dataset Labelling for Entity Resolution & Beyond with Dr. Fiona Browne

5 June 2020

      In late 2019 our Head of AI, Dr Fiona Browne, delivered a series of talks to the Enterprise Data Management Council on AI-Enabled Data Quality in the context of AML operations, specifically for resolving differences in legal entity data. In this blog post, her colleague Dr Raghad Al-Shabandar goes under the hood …Read More

Practical AI – Explainable AI with Dr. Fiona Browne

26 May 2020

  The AI team at Datactics is building explainability from the ground up and demonstrating the “why and how” behind predictive models for client projects. Matt Flenley prepared to open his brains to a rapid education session from Dr Fiona Browne, Dr Raghad Al-Shabandr and Kaixi Yang.   One of the most hotly debated tech …Read More

The future is… accidentally biased?

15 May 2020

AI Bias Every now and then a run-of-the-mill activity makes you sit up and take notice of something bigger than the task you’re working on, a sort of out-of-body experience where you see the macro instead of the micro.     Yesterday was one such day. I’d had a pretty normal one of keeping across …Read More

Practical AI – AI Ethics with Dr Raghad Al-Shabandr

14 May 2020

AI Ethics Raghad Al-Shabandr is one third of Datactics’ all-female AI team, with a PhD in Machine Learning from Liverpool John Moores University. In this blog, Matt Flenley sat down with Raghad on the subject of AI Ethics; to ask her to go into more detail on some questions that need to be answered to …Read More

Why You Should Read The European Banking Authority Report on AI and Big Data

13 February 2020

    You might have missed this highly informative report from the European Banking Authority (EBA)  – because the title didn’t contain the popular buzzwords of Artificial Intelligence – AI or Machine Learning – ML (nor does the front cover have a picture of a robot!). But for anyone who is trying to understand the challenges ahead for …Read More

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