Playful Technology Limited ~ Expectation Maximisation

Modelling data with latent variables

Playful Technology Limited ~ Tokenizers

Segmenting text into meaningful units

Playful Technology Limited ~ Loss Functions

What we minimise when we fit a model

Playful Technology Limited

Playful Technology Limited ~ Transformers

The architecture of Large Language Models

Playful Technology Limited ~ The Attention Mechanism

Adding context to the meanings of words

Playful Technology Limited ~ Recurrent Neural Networks

Neural networks that analyse sequences

Playful Technology Limited ~ Convolutional Networks

Neural networks that learn hierarchies of localised features

Playful Technology Limited ~ Transfer Learning

Adapting pre-trained models to more specialised functions

Playful Technology Limited ~ Activation Functions

How neural networks learn nonlinear functions.