Samuel J. Williams
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Machine-Learning

  • 19 Dec 2025 Neural Network Experiments: Setting a Baseline

    Establishing baselines and exploring learning rate sensitivity - the first steps in neural network experimentation.

  • 29 Nov 2025 Building a Neural Network (Part 2)

    Testing the neural network implementation training on logic gates, visualising decision boundaries, and understanding what the network actually learned.

  • 20 Nov 2025 Building a Neural Network (Part 1)

    Learning how neural networks work by implementing one from scratch. Part 1 covers the core building blocks: matrices, activations, and backpropagation.

  • 7 Nov 2025 Hello, ML World

    Taking the first steps into machine learning

© 2025 Samuel J. Williams