humphd/have-fun-with-machine-learning
An introductory hands-on guide teaching beginners to build image classification models with neural networks in Python.

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This repository is a practical beginner’s tutorial for learning machine learning without requiring a machine learning background. It walks through training a Convolutional Neural Network (CNN) to classify images (dolphins vs. seahorses) using Python and Caffe. The guide takes a practitioner-focused approach, emphasizing hands-on experimentation over theoretical depth, and is available in multiple languages.