Artificial Intelligence (AI) & Machine Learning (ML)

Artificial Intelligence and Machine Learning are ever changing and news evolving topic areas. Our team tackle these areas head on. This section contains a range of content from a whitepaper on ‘AI enabled Data Quality’ to blog posts on topics such as a series entitled ‘Practical AI’ including blogs onExplainable AI, ‘Ethics’ and ‘Dataset Labelling’. 

A number of the pieces are written by many of the team members with Dr. Raghad Shabnar and Dr. Fiona Browne taking the lead on the research behind these pieces. With this blog section, we hope to enlighten you to the ever-changing capabilities that AI and ML are bringing to not only our platform but to many industries. 

With a growing team, we hope to give a voice to the different members within our team to unveil their thoughts on technical developments, industry changes and overall technology revolution. 

Our Head of AI, Dr Browne has written some poignant pieces that are currently in the works. We aim to provide not only rich white papers but short blogs, long form blogs, bite size blogs and interviews with the team. We hope that you find this section enriching and AI heavy. 

AI Con 2020 Interview with Dr. Fiona Browne and Matt Flenley

AI CON

Dr. Fiona Browne, Head of AI, and Matt Flenley, Marketing and Partnerships Manager at Datactics are contributing to AI Con 2020 this year.    After a successful first year, AI Con is back! This year it’s said to be bigger and better than ever with a range of talks across AI, including AI/ML in Fintech; AI in the public sector; the impact of arts; the impact of …

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How can banks arm themselves against increasing regulatory and technological complexity? – FinTech Finance

Banks

Datactics Head of Artificial Intelligence, Dr. Fiona Browne, recently contributed to the episode of FinTech Finance: Virtual Arena. Steered by Douglas MacKenzie, the interview covered the extent of the Anti-Money Laundering (AML) fines currently faced by banks over the last number of years and start to unpack what we do at Datactics in relation to …

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EDM Talks: Lifting the lid on the problems that Datactics solves

problems

Recently we partnered with the EDM Council on a video that investigates the application of AI to data quality and matching. In this blog, we lift the lid on how our AI team is developing solutions to help our clients, especially in the area of entity matching and resolution. This plays an important role in on-boarding, KYC and obtaining a single customer view. …

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AI Whitepaper – AI-Enabled Data Quality

AI Whitepaper for Entity Resolution

In this AI whitepaper, 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 for input …

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Dataset Labelling For Entity Resolution & Beyond with Dr Raghad Al-Shabandar

balance, inspiration, motivation

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 dataset labelling for legal entity data. In this blog post, her colleague Dr Raghad Al-Shabandar goes under the hood …

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Explainable AI with Dr. Fiona Browne

explanin

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 topics of …

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