This notebook explores the MNIST dataset, building and training a simple neural network to recognize handwritten digits. It visually demonstrates data distribution, model training progress, and prediction accuracy using stunning Matplotlib and Plotly visualizations, including 3D dimensionality reduction with PCA to reveal hidden data structures.