Join Kerim Baran of Solar Academy, Jon Bonanno from Strategic Operating Partners, and special guest Priya Donti, a computer science professor at MIT specializing in AI solutions for climate issues.
This engaging conversation dives into the possibilities of harnessing the power of artificial intelligence for climate solutions and examines its potential impact on various businesses. Priya shares her expertise and insights on the innovative applications of AI in tackling climate challenges, highlighting how AI can revolutionize the way we address these issues and empower businesses to drive positive change.
Topics Covered:
[00:00] Panel Discussion on AI Solutions for Climate Issues in the Business Sector.
[06:04] The Synergy between Machine Learning and Artificial Intelligence: Bridging the Gap and Exploring Applications
[12:01] The Three Major Paradigms of Machine Learning.
[17:21] Unsupervised Learning: Discovering Structure in Unlabeled Data Sets
[21:30] Reinforcement Learning for Optimizing Complex Systems through Interactive Agent-Based Training
[27:08] Exploring the Application and Challenges of Reinforcement Learning in Transmission and Distribution Companies.
[32:57] The Landscape of Machine Learning Paradigms, Models, and Applications
[39:52] Exploring the Potential of Machine Learning – Use Cases, Strengths, and Data-Driven Insights.
[42:52] The Challenges and Biases in Machine Learning – Understanding Data Demands, Quality Issues, and Ethical Considerations.
[52:50] Highlights from the Conversation with Priya Donti
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