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Blog Posts

Welcome to our blog - the place where we share everything analytics, big data, and machine learning.

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Data Leakage and how to avoid it

30 August 2019 6 minutes to read

In this blog post we are talking about something that in machine learning is called data leakage. …

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Picture of correlation.

Correlation is not Causation

16 August 2019 7 minutes to read

“Reduce energy consumption in your household, and you will live longer”.
This could be a …

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Illustration of a bolt and nut.

Condition-Based Maintenance vs Predictive Maintenance

2 August 2019 15 minutes to read

We are often asked to explain the difference between Condition-Based Maintenance and Predictive …

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Picture of a robot.

Introduction to Machine Learning and Artificial Intelligence

19 July 2019 8 minutes to read

Artificial Intelligence. The word itself says something about what it does. It tries to create an …

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Picture of innovation.

Strategy Towards Data

5 July 2019 5 minutes to read

With the introduction to Big Data and later Industry 4.0, an increased focus has arisen on the usage …

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Picture of a manufacturing building.

Why we started an ML company part 2

21 June 2019 6 minutes to read

It is now close to a year since our first blog post Why we started a machine learning consultancy …

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Beams of blue light over city

Big Data - Right Data

7 June 2019 7 minutes to read

In this blog post we will go through the different approaches to big data, define what big data is, …

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A water pump

Predicting Machinery Breakdown on a Water Pump (Part 2)

24 May 2019 6 minutes to read

In this blog post, we will talk about how we can use an unsupervised learning algorithm to start …

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Diagram showing relationship between overall equipment efficiency and unplanned downtime

Predicting Machinery Breakdown on a Water Pump

10 May 2019 12 minutes to read

In this blog post, we will use data from 51 sensors to predict the probability of a future breakdown …

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Cutting board with cut fruit

Introduction to Industrial Machine Vision

26 April 2019 6 minutes to read

In this blog post you will learn what machine vision is and how a model can be trained to detect …

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