On-Demand Webinar: Demystifying Machine Learning in Biomedical Research

In this webinar, Ben Busby, Principal Scientist at DNAnexus and Avantika Lal, Deep Learning & Genomics at NVIDIA, present the latest technologies and projects for artificial intelligence and machine learning that are being used in biomedical research.

Key takeaways:
 
  • Learn how to accelerate single cell genomic analysis using NVIDIA RAPIDS, and achieve 100x faster clustering and visualization
  • Use Jupyter Notebook to analyze a dataset of 70,000 human lung cells to identify cells that are susceptible to COVID-19
  • Use convolutional neural networks for MRI image segmentation
  • Conduct GWAS fine-mapping to jointly analyze GWAS data and functional data
  • Clone GitHub repositories directly into a JupyterLab environment

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