Deep Learning And Applications – Cagliari

Argomenti del programma: Foundations: What is Deep Learning and why? Training, Validation and Test sets K-cross validation Data Preprocessing for Neural Networks Feature Engineering Overfitting and underfitting Getting started with Neural Networks Data representations for Neural Networks Anatomy of a Neural Network Advanced Deep-learning Best Practices 6 hours Deep Learning for Computer Vision: Convolutional Neural Networks ConvNet Layers…