<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Python — BUT. Honestly</title><description>Python in practice — machine learning, data work and automation, explained through real projects rather than toy examples.</description><link>https://buthonestly.io/</link><language>en</language><item><title>What is a GPU and Why Does AI Need Them?</title><link>https://buthonestly.io/what-is-a-gpu/</link><guid isPermaLink="true">https://buthonestly.io/what-is-a-gpu/</guid><description>GPUs are crucial for AI due to their ability to perform parallel calculations, surpassing CPUs in matrix math efficiency.</description><pubDate>Tue, 04 Aug 2026 13:00:00 GMT</pubDate><category>AI</category><category>Gaming</category><category>Performance</category><category>Python</category></item><item><title>AI Is Not an Oracle: The Limits of Machine Learning</title><link>https://buthonestly.io/limits-of-machine-learning/</link><guid isPermaLink="true">https://buthonestly.io/limits-of-machine-learning/</guid><description>Machine-learning curves look confident until speedrunners change the game underneath them. MediEvil shows why “AI as oracle” fails.</description><pubDate>Tue, 20 Jan 2026 13:00:00 GMT</pubDate><category>AI</category><category>Automation</category><category>Creativity</category><category>Gaming</category><category>Python</category></item><item><title>How I Built a 3D Print Cost Calculator with a Neural Network</title><link>https://buthonestly.io/neural-network-predict-resin-usage-3d-printed-miniatures/</link><guid isPermaLink="true">https://buthonestly.io/neural-network-predict-resin-usage-3d-printed-miniatures/</guid><description>A tiny dense neural network learned resin consumption well enough to replace hours of manual slicing in my 3D printing business.</description><pubDate>Thu, 27 Nov 2025 13:00:00 GMT</pubDate><category>AI</category><category>Automation</category><category>Creativity</category><category>Productivity</category><category>Python</category></item><item><title>DistilRoBERTa Emotion Analysis: NLP Case Study on Steam Reviews</title><link>https://buthonestly.io/distilroberta-emotion-analysis-nlp-case-study/</link><guid isPermaLink="true">https://buthonestly.io/distilroberta-emotion-analysis-nlp-case-study/</guid><description>DistilRoBERTa emotion analysis case study: Steam reviews dataset, notebook, and plots for real-world NLP sentiment and emotion exploration.</description><pubDate>Thu, 20 Nov 2025 13:00:00 GMT</pubDate><category>AI</category><category>Automation</category><category>Gaming</category><category>Python</category><category>Workflow</category></item><item><title>Building a Convolutional Neural Network in Python with TensorFlow</title><link>https://buthonestly.io/building-convolutional-neural-network-python-tensorflow/</link><guid isPermaLink="true">https://buthonestly.io/building-convolutional-neural-network-python-tensorflow/</guid><description>Build, train, and tune a CNN in TensorFlow, understanding each layer from data prep to Bayesian hyperparameter search.</description><pubDate>Thu, 30 Oct 2025 13:00:00 GMT</pubDate><category>AI</category><category>Automation</category><category>Creativity</category><category>Python</category></item><item><title>Set Up TensorFlow with Docker and Jupyter Notebook</title><link>https://buthonestly.io/set-up-tensorflow-docker-jupyter-notebook/</link><guid isPermaLink="true">https://buthonestly.io/set-up-tensorflow-docker-jupyter-notebook/</guid><description>Create a stable TensorFlow lab with Docker and Jupyter, avoiding dependency hell and keeping notebooks reproducible.</description><pubDate>Sat, 25 Oct 2025 13:00:00 GMT</pubDate><category>AI</category><category>Python</category><category>Workflow</category></item></channel></rss>