Received a scholarship from Facebook to attend free online secure AI courses. Scholars will spend 3 months learning new skills and extending PyTorch with tools necessary to safely train AI models on distributed private data via Udacity. Top students from the initial Challenge Program will be selected for the Deep Learning Nanodegree or Computer Vision Nanodegree.
This repo contains the Jupyter Notebooks used during the online courses via Udacity's platform.
- Differential Privacy
- Federated Learning
- Secure Federated Learning
- Encrypted Deep Learning
This repo contains mainly Jupyter notebook which can be run after installing Jupyter Notebook. Run the following command at the Terminal (Mac/Linux) or Command Prompt (Windows):
pip install notebook
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