Sna Chapter 9 Lecture 5

Summary

Machine learning pipeline Intuition behind representation learning Benefits of representation learning Criterion for graph ... Label propagation Local community detection Community search. Introduction to deep learning Perceptron and Perceptron learning algorithm. Implentation of DeepWalk, Node2Vec, GCN and GAT. Feed forward network Backpropagation. Explaining the role of motor neuron in adding up nervous message at the level of nerve centers. GeneticMessenger Importance of RNA in Protein Synthesis 1.PowerPoint Presentation ... Convolutional neural networks Recurrent neural networks Attention mechanism.