Deep Learning Course (NYU, Spring 2020) - Week 2 – Practicum: Training a neural network

Course website: http://bit.ly/DLSP20-web Playlist: http://bit.ly/pDL-YouTube Speaker: Alfredo Canziani Week 2: http://bit.ly/DLSP20-02 0:00:00 – Week 2 – Practicum PRACTICUM: http://bit.ly/DLSP20-02-3 We give a brief introduction to supervised learning using artificial neural networks. We expound on the problem formulation and conventions of data used to train these networks. We also discuss how to train a neural network for multi-class classification, and how to perform inference once the network is trained. 0:02:30 – An Introduction to Supervised Learning using ANNs 0:13:42 – Neural Network Inference and Neural Network Training (I) 0:36:28 – Neural Network Training (II) and a Classification Example