Digital Twin: The First Step To Industry 4.0 In one of our recent posts, we introduced the Mesh Twin Learning (MTL) concept, which uses modern technologies to give industrial companies a competitive advantage by introducing micro-optimisations and sharing learned successes across the organisation. MTL is pretty advanced concept, though. It requires data from IoT sensors, the creation of…
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…
Machine Learning in Daily Business – Predicting Performance for Car Sharing Networks One of the less discussed Machine Learning appliances is time series prediction, which can be used for predicting the future values of your business metrics, but also for identifying the seasonality of demand in your specific trade. Here, I want to show one exact example of how this works –…
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…
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…
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…
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…
Exploring the Smart Cities Concept “Smart cities” is a concept that often gets a mixed reception. Some don’t understand it, some are fully aware and engaging with it, and others have not even heard of it. Yet, smart cities are a growing concept and are bound to become commonplace sooner or later. What’s more, they’ll…
