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Cours - Du Machine Learning aux réseaux convolutifs
A ten-hour machine learning course for third-year bachelor students: from the supervised learning pipeline through to CNNs, U-Net and variational auto-encoders.
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Natural Language Processing - Transformers Workshop 1
Transformers workshop: attention from first principles, then fine-tuning in practice.
Université de Lille -
Deep Learning - Denoising Autoencoder
Building a denoising autoencoder, and reading the latent space it learns.
Université de Lille -
Internship - Semantic Segmentation State Of The Art For Ultra High Resolution UAV Imagery
Semantic segmentation for ultra-high-resolution UAV imagery: state of the art and experimental comparison, at CNRS LETG.
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Python and Machine Learning - Deep Learning Introduction
Introduction to deep learning: from the perceptron to a trained network, in Python.
Université Bretagne Sud