| Sl.No | Chapter Name | MP4 Download |
|---|---|---|
| 1 | Course introduction - 1 | Download |
| 2 | Course introduction - 2 | Download |
| 3 | Introduction to Deep Learning - 1 | Download |
| 4 | Introduction to Deep Learning - 2 | Download |
| 5 | Introduction to Deep Learning - 3 | Download |
| 6 | Introduction to Neuron - 1 | Download |
| 7 | Introduction to Neuron - 2 | Download |
| 8 | Introduction to Neuron - 3 | Download |
| 9 | Multilayer Perceptron | Download |
| 10 | Regression and classification losses | Download |
| 11 | Training a neural network | Download |
| 12 | Gradient descent | Download |
| 13 | Activation function | Download |
| 14 | Backpropagation in MLP - 1 | Download |
| 15 | Backpropagation in MLP - 2 | Download |
| 16 | Optimization and Regularization - 1 | Download |
| 17 | Optimization and Regularization - 2 | Download |
| 18 | Regularization | Download |
| 19 | Dropout | Download |
| 20 | Pre-processing | Download |
| 21 | Convolutional Neural Networks - 1 | Download |
| 22 | Convolutional Neural Networks - 2 | Download |
| 23 | Convolutional Neural Networks - 3 | Download |
| Sl.No | Chapter Name | English |
|---|---|---|
| 1 | Course introduction - 1 | PDF unavailable |
| 2 | Course introduction - 2 | PDF unavailable |
| 3 | Introduction to Deep Learning - 1 | PDF unavailable |
| 4 | Introduction to Deep Learning - 2 | PDF unavailable |
| 5 | Introduction to Deep Learning - 3 | PDF unavailable |
| 6 | Introduction to Neuron - 1 | PDF unavailable |
| 7 | Introduction to Neuron - 2 | PDF unavailable |
| 8 | Introduction to Neuron - 3 | PDF unavailable |
| 9 | Multilayer Perceptron | PDF unavailable |
| 10 | Regression and classification losses | PDF unavailable |
| 11 | Training a neural network | PDF unavailable |
| 12 | Gradient descent | PDF unavailable |
| 13 | Activation function | PDF unavailable |
| 14 | Backpropagation in MLP - 1 | PDF unavailable |
| 15 | Backpropagation in MLP - 2 | PDF unavailable |
| 16 | Optimization and Regularization - 1 | PDF unavailable |
| 17 | Optimization and Regularization - 2 | PDF unavailable |
| 18 | Regularization | PDF unavailable |
| 19 | Dropout | PDF unavailable |
| 20 | Pre-processing | PDF unavailable |
| 21 | Convolutional Neural Networks - 1 | PDF unavailable |
| 22 | Convolutional Neural Networks - 2 | PDF unavailable |
| 23 | Convolutional Neural Networks - 3 | PDF unavailable |
| Sl.No | Language | Book link |
|---|---|---|
| 1 | English | Not Available |
| 2 | Bengali | Not Available |
| 3 | Gujarati | Not Available |
| 4 | Hindi | Not Available |
| 5 | Kannada | Not Available |
| 6 | Malayalam | Not Available |
| 7 | Marathi | Not Available |
| 8 | Tamil | Not Available |
| 9 | Telugu | Not Available |