machine learning

Visualising Decision Trees in Python

 0 machine learning

Having an accurate machine learning model may be enough in itself, but in some cases the only way to turn it into a business decision is if you can understand why it’s getting the results it’s getting. In this short tutorial I want to show a quick way to visualise a trained decision tree in Python.

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Fun Uses of Deep Learning

 0 machine learning

I’m sure we’re just at the surface of the amazing things that can be accomplished with deep learning, and I just wanted to share some of the (I think) really cool uses of deep learning out there.

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Realistic Machine Learning

 0 machine learning

As I’m sure most data scientists quickly realise, there’s a difference between the kind of data science you do while learning about it, and the kind you do at a real job. This is especially true of university degrees, and isn’t unique to data science. However much you learn during your degree, reality will always […]

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Self-Organising Maps: In Depth

 2 machine learning

In Part 1, I introduced the concept of Self-Organising Maps (SOMs). Now in Part 2 I want to step through the process of training and using a SOM – both the intuition and the Python code. At the end I’ll also present a couple of real life use cases, not just the toy example we’ll use for implementation.

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