Nightmare on LLM Street: How To Prevent Poor Data Haunting AI
Why risk taking a chance on poor data for training AI? If it’s keeping you awake at night, read on for a strategy to overcome the nightmare scenarios!
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 on, ‘Explainable 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/ML Scalability with Kubernetes
Kubernetes: An Introduction In the ever-evolving world of engineering, scalability isn’t just a feature—it’s a necessity. As businesses and data
The benefits of an Augmented Data Quality Solution
In the digital era, data is essential for every organisation, meaning good data management is needed to empower businesses to
The Importance of Data Quality in Machine Learning
We are currently in an exciting area and time, where Machine Learning (ML) is applied across sectors from self driving
How to test your data against Benford’s Law
One of the most important aspects of data quality is being able to identify anomalies within your data. There are
Battling Bias in AI: Models for a Better World
The role of synthetic data At Datactics, we develop and maintain a number of internal tools for use within the
Outlier Detection – What Is It And How Can It Help In The Improvements Of Data Quality?
Identifying outliers and errors in data is an important but time-consuming task. Depending on the context and domain, errors can
AI Ethics: The Next Generation of Data Scientists
In March 2022 Datactics took advantage of the offer to visit a local high school to discuss AI Ethics and Machine Learning in production.
How Data Quality Tools Deliver Clean Data for AI and ML
In her previous blog Dr Fiona Browne, Head of AI and Software Development, assessed the need for the AI and
Datactics demonstrates rapid matching capabilities on open datasets
This blog from Fiona Browne, Head of Software Development & AI at Datactics, covers the subject of matching data across open datasets, a project for
Artificial Intelligence can help businesses thrive
The coronavirus pandemic produced challenges not one of us could have expected. While some sense of normality is returning, many
Rules Suggestion – What is it and how can it help in the pursuit of improving data quality?
Written by Daniel Browne, Machine Learning Engineer Defining data quality rules and collection of rules for data quality projects is
Datactics is involved with the KTN: AI for Services UK Tour!
The first stop on the AI for Services UK Tour will be Northern Ireland curated by the fantastic team at
AI Con 2020 Interview with Dr. Fiona Browne and Matt Flenley
Dr. Fiona Browne, Head of AI, and Matt Flenley, Marketing and Partnerships Manager at Datactics are contributing to AI Con 2020 this year. After
How can banks arm themselves against increasing regulatory and technological complexity? – FinTech Finance
Datactics Head of Artificial Intelligence, Dr. Fiona Browne, recently contributed to the episode of FinTech Finance: Virtual Arena. Steered by
EDM Talks: Lifting the lid on the problems that Datactics solves
Recently we partnered with the EDM Council on a video that investigates the application of AI to data quality and matching.
IRMAC Reflections with Dr. Fiona Browne
There is a lot of anticipation surrounding Artificial Intelligence (Al) and Machine Learning (ML) in the media. Alongside the anticipation
Read how AI is transforming Data Quality in this exclusive white paper
In this AI whitepaper, authored by our Head of AI Fiona Browne, we provide an overview of Artificial Intelligence