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Starts 7 June 2025 17:23
Ends 7 June 2025
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Connecting the Dots: Biology at Scale in the Age of AI - Session 1
Explore cutting-edge AI applications in biological prediction models, featuring expert discussions on bridging computational and biological approaches to advance scientific discovery.
Broad Institute
via YouTube
Broad Institute
2544 Courses
1 hour 49 minutes
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Overview
Explore cutting-edge AI applications in biological prediction models, featuring expert discussions on bridging computational and biological approaches to advance scientific discovery.
Syllabus
- Introduction to AI in Biology
- AI-Driven Biological Prediction Models
- Bridging Computational and Biological Approaches
- Expert Discussions
- Hands-on Workshop
- Advancing Scientific Discovery with AI
- Wrap-up and Future Prospects
Overview of AI and machine learning concepts
Historical perspective on computational biology
Types of models (e.g., neural networks, decision trees)
Data integration in biological predictions
Challenges of interdisciplinary integration
Case studies in AI and biology collaboration
Keynote: The role of AI in transforming biology
Panel discussion: Future directions and ethical considerations
Building a simple biological prediction model
Tools and software commonly used in AI for biology
Recent breakthroughs enabled by AI
Potential AI innovations in biological research
Summary of key learnings
Opportunities for further study and research in AI and biology
Subjects
Data Science
