IIT MADRAS BS STUDY NOTES
Deep
Learning.
Understand neural networks from the first neuron to backpropagation and optimization, with illustrated explanations and worked examples.
Available weeks
Weeks 1–4 · 24 pagesWEEK 1
Open week →02Neurons, perceptrons and learning
4 lessons · 2 revision and practice pages · 10 lesson illustrations
WEEK 2
Open week →03Sigmoid neurons and gradient descent
4 lessons · 2 revision and practice pages · 8 lesson illustrations
WEEK 3
Open week →04Feedforward networks and backpropagation
4 lessons · 2 revision and practice pages · 9 lesson illustrations
WEEK 4
Open week →Optimization, momentum and learning rates
4 lessons · 2 revision and practice pages · 9 lesson illustrations