Clarity without the comfort
Honest writing by Nicola Mustone on the messy overlap between humans and tech.
Python
Python tutorials, experiments, and apps. From scripts to ML and practical explainers.
AI Is Not an Oracle: The Limits of Machine Learning
Machine-learning curves look confident until speedrunners change the game underneath them. MediEvil shows why “AI as oracle” fails.
How I Built a 3D Print Cost Calculator with a Neural Network
A tiny dense neural network learned resin consumption well enough to replace hours of manual slicing in my 3D printing business.
DistilRoBERTa Emotion Analysis: NLP Case Study on Steam Reviews
DistilRoBERTa emotion analysis case study: Steam reviews dataset, notebook, and plots for real-world NLP sentiment and emotion exploration.
Building a Convolutional Neural Network in Python with TensorFlow
Build, train, and tune a CNN in TensorFlow, understanding each layer from data prep to Bayesian hyperparameter search.
Set Up TensorFlow with Docker and Jupyter Notebook
Create a stable TensorFlow lab with Docker and Jupyter, avoiding dependency hell and keeping notebooks reproducible.
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