Pinned

1. Applications-of-AI-for-Predictive-Maintenance Applications-of-AI-for-Predictive-Maintenance Public

   Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anom…

   Jupyter Notebook 21 9

2. Applications-of-AI-for-Anomaly-Detection Applications-of-AI-for-Anomaly-Detection Public

   Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compa…

   Jupyter Notebook 16 10

3. Advanced-Deep-Learning-with-Transformers Advanced-Deep-Learning-with-Transformers Public

   Workshop that will take you from Graph Neural Networks (GNNs) to Transformers, architectures which have led to numerous breakthrough achievements in a variety of fields such as Natural Language Pro…

   Jupyter Notebook 7 2

4. Secure-and-Private-AI Secure-and-Private-AI Public

   This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Encrypted Computation.

   Jupyter Notebook 11

5. Tropical-Cyclone-Intensity-Estimation Tropical-Cyclone-Intensity-Estimation Public

   Solution for categorizing hurricanes based on intensity, using a deep convolutional neural network architecture trained on GPUs. It was developed during the "NCC Portugal AI for Science Bootcamp" a…

   Jupyter Notebook 7 2

6. Deep-Learning-Week Deep-Learning-Week Public

   This 5 day online course was co-organised by LRZ and NVIDIA Deep Learning Institute (DLI), combined lectures about Fundamentals of Deep Learning for Single and for Multi-GPUs, Building Transformer-…

   Jupyter Notebook 1