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Just Listening Well Isn’t Enough: You Need to Understand…

Xerini works with a broad range of clients, from construction companies to investment banks, helping them to navigate their most complex data stories and thereby unlocking incredible value and unearthing transformative insights from their data. No matter the size or type of client, one thing remains constant: value is maximised Read more…

By Simon Burgess, 3 weeks3 weeks ago
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Unlocking the Value of Geo-Located Data

What value is residing in geo-located data and how easy is it unlock this value? In this post, we explore one of the first uses of geo-located data that was used to enact a policy change that arguable saved many lives. We also discuss using one of the latest ML Read more…

By Alex Luketa, 2 months2 months ago
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Predicting Railway Equipment Failures Using Recurrent Neural Networks

Introduction The need to find abnormalities in a system is undeniably universal. From detecting incoming emails offering unsolicited products to figuring out if a gear will malfunction in the engine you just built, timely knowledge about abnormalities is important. In this week-long case study we will look at a recent Read more…

By Angel Simeonov, 3 months2 months ago
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Predicting bakery sales with machine learning in Apache Spark™

Who doesn’t like a nice warm mug of hot chocolate, especially on a cool winter’s day? We at Xerini certainly do and in this article we explore the prognostic powers of Decision Trees to predict how many hot chocolates are sold by an Edinburgh based bakery for a given hour Read more…

By Alex Luketa, 3 months2 months ago
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Finding Fraud using Anomaly Detection and Unsupervised Learning Anomaly Detection

The compliance director of one of our clients approached us recently about creating a software system that would help them with the detection of fraud or market abuse within the transactions data taken from their trading team. There are plenty of off-the-shelf offerings in this space, but they tend to Read more…

By Alex Luketa, 5 months2 months ago
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AWS, Azure, GCP – the VHS, Betamax, and Laser Disc of Cloud Providers?

There are three heavyweights in the ring when it comes to Cloud Providers: Amazon’s AWS, Microsoft’s Azure, and Google’s GCP. They are all backed by huge corporations with deep pockets and, as with many technologies, they are each garnering support and scorn from the developer and user communities at large. Read more…

By Simon Burgess, 5 months2 months ago
Recent Posts
  • Just Listening Well Isn’t Enough: You Need to Understand…
  • Unlocking the Value of Geo-Located Data
  • Predicting Railway Equipment Failures Using Recurrent Neural Networks
  • Predicting bakery sales with machine learning in Apache Spark™
  • Finding Fraud using Anomaly Detection and Unsupervised Learning Anomaly Detection
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