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 –…
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…
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…
AI & ML in Business: Master Problem Solvers? Have a tricky business problem? Chances are Machine Learning and Artificial Intelligence can help you solve it. However, it’s not a one-size-fits-all solution – Artificial Intelligence (AI) & Machine Learning (ML) can do a lot, so there are a few things you need to know, not least of all the…
What Big Data Can Do For Business – What To Gather & How To Benefit Big Data is a popular buzzword in many boardrooms, but it is often understood on different levels. While some companies are trailing ahead with modern Cloud-based solutions, others are content to simply collect what information they have through traditional means. However, there is a big difference between simply collecting information…
Building A Fast, Simple Data Analyser With Serverless & Amazon Athena Throughout the most recent years, it seems we are always increasingly coming across the term “big data”. Indeed, large companies already have special positions directly related to the processing and analysing of such data sets - but what about those that haven’t already firmly established themselves? As a young software…
Data Science in Practice: An Analysis of Vozilla Electric Car Rental Activity Have you ever wondered about the business benefits of data science & Machine Learning? Discover how data analysis findings can become much more than informative insights and statistics. PGS Software’s Android Team Leader, Tomasz Zieliński, prepared a special report – “Data Science in Practice: An Analysis of Vozilla Electric Car…
Big data and machine learning with Apache Spark and Cassandra Part 2 – Example of usage We successfully converted our idea to working code. For development purposes we have been using data crawled from the web, but here we will present our results on data from Amazon public repository of product opinions.
