Mark Douthwaite
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Artificial Intelligence

A collection of 4 posts
How Good is Xanthus?
Data Science

How Good is Xanthus?

Xanthus is a Deep Learning (DL) library built on top of Tensorflow and uses the Keras API to implement various neural recommendation model architectures. This post benchmarks the models implemented in Xanthus against some popular 'classic' matrix factorisation models.
Sep 25, 2020 21 min read
MLOps: Building Continuous Training and Delivery Pipelines
Engineering Skills for Data Scientists Featured

MLOps: Building Continuous Training and Delivery Pipelines

MLOps is an emerging engineering movement aimed at accelerating the delivery of reliable, working ML software on an ongoing basis. This post provides an intro to MLOps and gives you an example project to get you started with building your own ML pipelines using GitHub Actions and Google Cloud.
Aug 18, 2020 12 min read
Introducing Xanthus
Artificial Intelligence Featured

Introducing Xanthus

This post introduces Xanthus - a new open source Deep Learning package built on TensorFlow 2.0 for quickly and easily building state of the art recommendation models in Python.
Jul 15, 2020 7 min read
The Side Effects of Autonomous Vehicles
Artificial Intelligence

The Side Effects of Autonomous Vehicles

Autonomous vehicles are starting to pop up all over the place, even in Milton Keynes. But what does this mean for the rest of us? Originally posted on The Conversation.
Jan 13, 2020 3 min read
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