Deep learning is a subfield of machine learning that is concerned with the study of artificial neural networks. Deep learning has several applications in various fields such as medical diagnosis, self-driving cars, machine translation, fintech, etc..
This repository is the host of the materials of Deep Learning Course that will be taught at Digital Transformation Center in Colloboration with Mbaza NLP.
Instructed by Gedeon Muhawenayo and Jean de Dieu Nyandwi.
| Sessions | Materials |
|---|---|
| 1. Introduction and Applications | [slides][colab] |
| 2. DL Introduction & Application - Recap | [slides][colab] |
| 3. Sequence Models: Recurrent Neural Networks(RNN) | [slides] [colab] |
| 4. Transformers | TBD |
| 5. Teaching Machines to Perceive the World | TBD |
| 6. NLP in Rwanda | TBD |