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

Big Data - Right Data

In this blog post we will go through the different approaches to big data, define what big data is, and how to use it to create value. There are many opinions on how to handle and use big data, the reality is that many do not have a clear idea of the amount of data that are being generated in their companies.

Beams of blue light over city

Introduction to Industrial Machine Vision

In this blog post you will learn what machine vision is and how a model can be trained to detect objects in images. Machine vision or computer vision is the field of making machines see and detect objects within images and videos with a certain confidence level.

Cutting board with cut fruit

Using Talos for Feature Hyperparameter Optimization?

When designing the architecture for an artificial neural network, there exist a variety of parameters that can be tuned. It is indeed an art in itself to find the right combination for these parameters to achieve the highest accuracy. In this blog post, we are testing the usage of Talos for hyperparameter optimization of a neural network.

Loss and accuracy diagrams

Predicting Credit Card Fraud with Unsupervised Learning

In previous blog post about Credit Card Fraud we used an artificial neural network for predicting whether a given transaction is fraudulent, with great results. However, sometimes in problems like these, where we naturally have an imbalanced distribution in our dataset, we might not always have collected data for the minority of the outcomes, in this case, the fraudulent transactions.

Novelty detecion