MLflow: Tracking ML Model Changes & Deployment in Azure In this post, we’ll cover tracking changes, as well as comparing and tracking the deployment of Machine Learning models using MLflow library. We’ll later set up resources in the Azure Cloud so we can provision our model, as well as create the Azure DevOps pipeline to deploy a new model…
Man vs Machine, A History. Part 2 – AI Quests That Benefit Us All In the first part of this article, we embarked on a quest to follow the progress of computers defeating human champions in several classic games - including Backgammon, Chess and Go - as well as some more modern invention. In this part, we will focus on advances within the last…
Man vs Machine, A History. Part 1 – The Only Winning Move? Since the beginning of the computer age, people have been comparing the capabilities of “electronic brains” to their own. One of the ways to approach this matter is to use an abstraction of a game, specifically one that has a certain set of rules and victory conditions, and see whether…
What Does “Digital Transformation” Mean? Digital transformation is something most of us hear on a daily basis – but why is it so vital? If you work in IT, or simply work in management, it’s a word that crops up at most meetings. Forbes alone has 148,811 results (at the time of writing, at least)…
Mesh Twin Learning: How To Make ML Models Compete For You In our last blog post, we focused on the digital transformation in the manufacturing industry, sharing our initial thoughts around micro-optimisations and MTL; short for Mesh Twin Learning, our own concept for enabling the technical implementation of various automation mechanisms on production lines. This concept addresses most of the common…
Solving Old Problems With New Technology Digital technology can solve many issues for a variety of businesses and industries. There are many challenges that simply can’t be solved through real-world, physical means alone – we need digital solutions to give us the computational speed, insights and capabilities. The Taguchi Methods are one such issue – but…
Scaling Containerised Applications on AWS – Amazon EKS Previously, we’ve compared containerised applications using Amazon Elastic Container Service (ECS) and AWS Fargate. However, there are still more options to discuss! Specifically, as you may remember, apart from these two services mentioned above, our Proof of Concept (PoC) also involved testing Amazon Elastic Container Service for Kubernetes, which can…
Industry 4.0 Technologies: Where Is The Revolution Heading? When it comes to embracing new technology and digitising entire sectors of business, look no further than the Industry 4.0 revolution. All over the world, companies from the likes of manufacturing, warehousing and logistics are embracing Industry 4.0’s key technologies to open up new values and benefits. However, Industry 4.0…
Cloud Security in AWS: The Most Common Issues Security is arguably the most important issue when it comes to the Cloud. It’s one of the biggest concerns companies have before migrating, and it’s something even Cloud-native companies check up on regularly. In short, it’s important to always be up to date with modern security standards. One way to do…
Smart Building Technology & Automation: An Introduction These days, everything is smart. From mobile phones and televisions to driverless cars, the word ‘smart’ is being used to describe anything that’s adaptable and innovative. Here, I would like to focus on one such example: the smart building concept. What Is A Smart Building? We’ve previously spoken about smart…
