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…
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…
How to Measure Cloud Maturity Relatively few IT companies out there have written on the topic of Cloud Maturity. The ones that have fail to provide real-life examples and tend to use heavy-toned industry jargon. This article, on the other hand, strives to give you all the depth and data you need – without all…
Well Architected for Business – Why It Matters Recently, our company has become the first AWS Well Architected Partner in Central Europe – we’ve even started to offer AWS Well Architected Reviews - but we noticed that the nature of Cloud Architecture is one that is seldom discussed openly. Thanks to our experience and established Cloud Architecture services,…
Cloud Computing History It’s safe to say Cloud technology has gained overwhelming popularity in recent years. There are several mature and well-established Cloud providers, alongside the numerous tech companies desperately trying to keep up in the race. Countless businesses, from small garage-grown start-ups to gargantuan multi-national corporations, are either already in the Cloud,…
