leriomaggio/deep-learning-keras-tensorflow
A hands-on tutorial series introducing deep learning concepts and neural network implementation using Keras and TensorFlow.
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This repository provides an educational deep learning curriculum structured as Jupyter Notebooks. It covers foundational topics including perceptrons, MLPs, backpropagation, and convolutional neural networks, implemented using Keras with TensorFlow as the backend. The tutorials include both pure-Python naive implementations for learning purposes and production-ready code using Keras abstractions.