We are currently in an exciting area and time, where Machine Learning (ML) is applied across sectors from self driving cars to personalised medicine. Although ML models have been around for a while – for example, the use of algorithmic trading models from the 80’s, Bayes since 1700s – we are still in the nascent […]
The Importance of Data Quality in Machine Learning Read More »
One of the most important aspects of data quality is being able to identify anomalies within your data. There are many ways to approach this, one of which is to test the data against Benford’s Law. This blog will take a look at what Benford’s Law is, how it can be used to detect fraud,
How to test your data against Benford’s Law Read More »
In March 2022 Datactics took advantage of the offer to visit a local high school to discuss AI Ethics and Machine Learning in production.
AI Ethics: The Next Generation of Data Scientists Read More »
We are delighted to be involved with AI Con this year again. This year, Courtney Lewis, Presales Engineer, and Daniel Browne, Machine Learning Engineer will be discussing Machine Learning Augmentation. The north’s premier conference on artificial intelligence, AI Con returns to face-to-face business this year with a hybrid event on Friday 3 December. As the
AI Con | 3 December 2021 Read More »
Written by Daniel Browne, Machine Learning Engineer Defining data quality rules and collection of rules for data quality projects is often a manual time-consuming process. It often involves a subject matter expert reviewing data sources and designing quality rules to ensure the data complies with integrity, accuracy and / or regulatory standards. As data sources
The first stop on the AI for Services UK Tour will be Northern Ireland curated by the fantastic team at Invest Northern Ireland and Innovate UK! We are delighted that Datactics will be one of the companies involved, the aim of the event is to discover the innovation taking place across the UK in the professional and
Datactics is involved with the KTN: AI for Services UK Tour! Read More »
We are delighted to be one of a few Northern Irish’s businesses to be part of the KTN: AI for Service on Tour. This is a brilliant opportunity for those in attendance to hear what Datactics is doing in the space. Kainos, Adoreboard, and Analytics Engines are amongst the few other companies also representing Northern
KTN: AI for Services on Tour | 23/02 Read More »
Matt Flenley, Marketing and Partnerships Manager at Datactics will be speaking this week at The Open University, delivering a talk on Business Ethics. The talk is going to cover four things: The impact of unintended and cultural bias in machine learning What to do if your business loses or has no soul Corporate Social Responsibility – Looking after people when the
The Open University talk: Business Ethics | 17/02 Read More »
Matt Flenley, Marketing and Partnerships Manager at Datactics will be speaking this week at The Open University, delivering a talk on Business Ethics. Prior to The Open University, we thought it would be a good idea to have a chat and find out why this topic, what other views he hopes to talk about, and the importance of business ethics,
The Open University Business Ethics talk & Datactics Read More »
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
AI Con 2020 Interview with Dr. Fiona Browne and Matt Flenley Read More »
We are delighted that our very own Fiona Browne has helped to co-curate AI CON 2020. The second annual AI CON is taking place virtually on Thursday 3rd and Friday 4th December and will be hosted by Kainos and Aisling Events as per last year. This year’s event will be recorded live from the AI CON studio
AI Con 2020 | 3rd – 4th December Read More »
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
Belfast, London, New York, 12th October 2020 Datactics is pleased to announce that its Head of AI, Dr Fiona Browne, has been invited to participate in the Artificial Intelligence Public-Private Forum, joining 20 other experts from across the financial technology sectors as well as academia, along with the observers from the Information Commissioner’s Office and
Datactics contributes to Bank of England and FCA’s AI Public-Private Forum Read More »
There is a lot of anticipation surrounding Artificial Intelligence (Al) and Machine Learning (ML) in the media. Alongside the anticipation is speculation – including many articles placing fear into people by inferring that AI and ML will replace our jobs and automate our entire lives! Dr Fiona Browne, Head of AI at Datactics recently spoke at an IRMAC (Information
IRMAC Reflections with Dr. Fiona Browne Read More »
Earlier this month, our Head of AI, Dr. Fiona Browne took part in the IRMAC webinar ‘Detective Data Work’ and explored the AML and emergent AI practices. Missed it? Watch the recording below: In this webinar, the expert panellists questioned what anti-money laundering (AML) efforts look like, and the complexities in sifting through vast data
IRMAC Detective Data Work: AML and Emergent AI practices | 12/07/20 Read More »
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
Read how AI is transforming Data Quality in this exclusive white paper Read More »
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 and Kaixi Yang. One of the most hotly debated tech topics of 2020 concerns model
Explainable AI with Dr. Fiona Browne Read More »
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 all the
AI Bias – The Future is Accidentally Biased? Read More »
With Snowflake connectivity, SQL rule wizard and the ability to bulk assign data quality breaks, ADQ 1.4 makes end-to-end data quality management even easier.
