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YouTube

The Power of Diversity in Machine Learning - Building Equitable and Effective AI Systems

EDGE AI FOUNDATION via YouTube

Overview

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Watch a thought-provoking 44-minute conference talk exploring the critical importance of diversity in machine learning, presented by Chhavi Jain, CEO of Live AI Dream, at the tinyML Research Symposium. Examine how diverse data, perspectives, and experiences drive innovation and create more robust ML models. Understand the business impact of bias in AI systems, from Google's GPT to banking applications, while learning about unconscious bias, gender discrimination, and their effects on employee morale. Discover practical insights on improving time-to-market through inclusive practices, and explore success stories of women leaders in tinyML like Marian, Olga, and Arisa. Gain valuable knowledge about building equitable AI systems that resonate with customers and contribute to a more inclusive technological future.

Syllabus

Introduction
Power of Diversity
Why Care
Does it Impact Revenue
Googles GPT
GPT bias
Bias in technology
Bias Awareness
Human Communication
Giving Status
Black Box
Unconscious Bias
Gender Bias
Employee Moral Impact
Banking System
Time to Market
Responsibility
Diversity in data
Diversity in experience
Diversity in ideas
Women in the industry
Star Technology
Jobs
Conclusion
Women in tinyML
Marian
Olga
Arisa

Taught by

EDGE AI FOUNDATION

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