Jon Walls
Go To Market Tech
Human interface to the latest in tech.
Consultancy. AI. Data. Developer.
Deep Learning // AI
Algorithms
End-to-end implementations with line-by-line annotations
Transformer, Diffusion, GANs, VAE, Q-Learning, Policy Gradient, and more.
Maths and Stats Concepts
The mathematical tricks that make training work
Activation functions, loss functions, regularisation, optimisation primitives, and more.
Common Problems
What goes wrong and why
Vanishing gradients, mode collapse, overfitting, reward hacking, and numerical instability.