Deep Learning Course
Course, Online, 2021
A course on deep learning methods with applications to computer vision, natural language processing . you will gain foundational knowledge of deep learning algorithms and get practical experience in building neural networks in TensorFlow.
| Section | YouTube | Slides | Examples |
|---|---|---|---|
| Welcome to Deep Learning Course and Orientation | YouTube | Slides | |
| Neural Networks | YouTube | Slides | |
| Convolutional Neural Network:part 1 | YouTube | Slides | |
| Convolutional Neural Network:part 2 | YouTube | Slides | |
| Convolutional Neural Network:part 3 | YouTube | Slides | |
| Modern Convolutional Neural Networks (New) | YouTube | Slides | |
| Recurrent Neural Network: part 1 | YouTube | Slides | |
| Recurrent Neural Network: part 2 | YouTube | Slides | |
| Recurrent Neural Network: part 3 | YouTube | Slides | |
| Generative Adversarial Networks | YouTube | Slides | |
| Generative Adversarial Networks (Old) | YouTube | Slides | |
| Natural Language Processing | YouTube | Slides |
