Deep Learning for Visual Computing 

offered by IIT Kharagpur

Week 1: Introduction to Visual Computing and Neural Networks

Week 3: Autoencoders for Representation Learning and MLP Initialization

Week 4: Stacked, Sparse, Denoising Autoencoders and Ladder Training

Week 5: Cost functions, Learning Rate Dynamics and Optimization

Week 6: Introduction to Convolutional Neural Networks (CNN) and LeNet

Week 7: Convolutional Autoencoders and Deep CNN (AlexNet, VGGNet)