Unpacking Bias: Ensuring Algorithmic Fairness in AI Models
Techniques for incorporating fairness into AI models and minimizing bias.
Format
Online
Course
Expert
Maryam Molamohammadi
Live session date
May 14 , 2025
Live session time
12:30 - 3:00PM
Individual preparatory work
1 Hour
Price
$225 + Tax
About the module
In today's digital age, algorithms wield significant influence across various domains, yet they often harbor biases that can perpetuate inequalities. Understanding and unpacking these biases in algorithms is crucial for ensuring equitable outcomes in automated processes. In this course you will unpack the different sources of bias in algorithms and discover technical bias mitigation strategies to create more equitable and trustworthy AI systems.
Learning Outcomes
Unpack the various sources of bias in algorithms to understand their origins and impacts
Assess the implications of biased algorithms on real-world applications.
Identify best practices for implementing fairness into AI systems and explore technical tools.
Articulate the unique challenges of fairness in Generative AI.