Deep_Learning_MANIT By Dr. Vijay Bhaskar Semwal

Topics covered so far

1. Shallow Network

• Neural Network using Irsi data set
• Feedforward Networks
• Ensemable Learning (Random Forest, Decison Tree)

2. Supervised Deep Network

• CNN code MNIST Fashion data set
• CNN code for CIFAR-10 data set
• CNN code for MNIST digit data set
• RNN
• Long Short Term Memory (LSTM)
• Gated Recurrent Units

3. Unsupervized Deep Network

• Resticted Boltzman Machine
• Autoendocer

4.Generative models

• Varitional Autoencoder
• Generative Adversarial Networks (GANs)
• Multi-task Deep Learning, Multi-view Deep Learning.