Category Archives: Machine Learning

Dan Fitton

Evaluating Models in Azure Machine Learning (Part 1: Classification)

Introduction A common task in data science and analytics involves using data to make predictions.

Alexandru Malanca

Introduction to Artificial Neural Networks part three: Deep Learning & Reinforcement Learning

This post will cover the concept of deep learning and dive deeper into the reinforcement

Tom Jordan

An Ode to the Humble Decision Tree

When starting out in machine learning, the theoretical challenges associated with the field can seem

Alexandru Malanca

Introduction to Artificial Neural Networks part two: Gradient Descent, Backpropagation, Supervised & Unsupervised learning

Introduction The first part of this series outlined how a perceptron processes information forward for

Tom Jordan

ML Interpretability – What it is, and how it affects us

Picture the scene. It’s a young bank manager’s first day on the job, having survived

Tom Jordan

4 Ways to Prevent Overfitting in Machine Learning

You have watched all the machine learning videos on YouTube, and you have completed every

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Alexandru Malanca

Introduction to Artificial Neural Networks

Introduction This blog post is the first of a 5-part series which aims to demystify

Dan Fitton

Mind Mastering Machines 2019: Summary

Last week we attended the Minds Mastering Machines (MCubed) conference at the QEII Centre in

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Matt How

Introduction to Azure Machine Learning

The Azure Machine Learning Portal is a cloud based service that provides users the ability

Dan Fitton

Data Science: what it is and why it matters

Introduction Since the beginning of the digital age, there has been an exponential growth in

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