Artificial Intelligence - Mark Douthwaite

Mark Douthwaite

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Artificial Intelligence

A collection of 4 posts

How Good is Xanthus?

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.

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.

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.

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.