Pinned Loading

1. Applications-of-AI-for-Predictive-MaintenanceApplications-of-AI-for-Predictive-MaintenancePublic

   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 98 26

2. Applications-of-AI-for-Anomaly-DetectionApplications-of-AI-for-Anomaly-DetectionPublic

   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 76 36

3. Advanced-Deep-Learning-with-TransformersAdvanced-Deep-Learning-with-TransformersPublic

   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 12 3

4. Secure-and-Private-AISecure-and-Private-AIPublic

   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-EstimationTropical-Cyclone-Intensity-EstimationPublic

   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 9 1

6. Fundamentals-of-Accelerated-Computing-with-CUDA-C-CppFundamentals-of-Accelerated-Computing-with-CUDA-C-CppPublic

   Accelerate and optimize existing C/C++ CPU-only applications using the most essential CUDA tools and techniques.

   Jupyter Notebook 8 1