Course | Neural Networks with Tensorflow | Week |
---|---|---|
1 | Introduction to Machine Learning | Week 1 |
2 | Introduction to Neural Network | Week 2 |
3 | Introduction to Tensor and Tensorflow Programming | Week 3 |
4 | Multilayer Perceptron (MLP) with Real World Applications | Week 4 |
Course | Deep Learning Basic | Week |
1 | Sequential Neural Models | Week 1 |
2 | Convolutinal Neural Network and Encoder Decoder Model | Week 2 |
3 | Representation Learning | Week 3 |
4 | Real World Applications | Week 4 |
Course | Advance Deep Learning | Week |
1 | Attention and Transformer | Week 1 |
2 | Transfer Learning and Multitask Learning | Week 2 |
3 | Generative Adversarial Network | Week 3 |
4 | Real World Applications | Week 4 |