PyTorch and COVID-19 Research: Advancements in AI and Data Analysis - Keynotes
Offered By: Databricks via YouTube
Course Description
Overview
Explore keynote presentations from the Spark +AI Summit 2020 North America, featuring insights on PyTorch as a modern machine learning platform and lessons learned from Covid19Primer.com. Discover how PyTorch has become a popular library in machine learning research and its efforts to bridge the gap between academia and industry. Learn about the challenges of exponential growth in scientific research during the COVID-19 crisis and how AI plays a crucial role in making information accessible. Gain valuable insights into the latest advancements in data analytics, machine learning, and the application of AI in addressing global challenges.
Syllabus
Introduction
Piperj
Piper Script
MPI
Patrick Elastic
Single Controller Model
RPC Async
Remote
Use Cases
Distributed Simulation
Success Stories
Statistics
Primer
The Scientific Community
Primer Website
How we built it
Exploring the site
What did we learn
Hope
Preprints
Archivers
APIs
Journalism under duress
Coronavirus vs HIV
How science works
Where we find hope
Great journalism
Caitlin Rivers
We should
Lessons
Why
Conclusion
Taught by
Databricks
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