GPU-accelerated virtual drug screening with cuML and Agent Platform
Gpu Accelerated Ml Virtual Drug Screening Cuml Cudf Nvidia Rapids Drug Discovery Molecular Prediction Egfr Cloud Ml Machine Learning Pipeline Google Cloud Nvidia
This livestream demonstrates end-to-end GPU-accelerated virtual drug screening using NVIDIA's cuML and cuDF libraries on Google Cloud. Viewers will learn how to achieve 20x-45x training speedups without rewriting pandas or scikit-learn code, with a live demo predicting EGFR lung cancer binding likelihood for user-submitted compounds. Ideal for ML engineers and computational biologists building drug discovery pipelines.