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Explore the critical issue of mitigating bias in algorithms through this 58-minute conference talk from the Data Science Festival Summer School 2022. Delve into the challenges faced by tech companies in detecting and addressing bias when developing machine learning models. Learn from Henrik Nordmark, Director of Science, Data & Innovation at Profusion, as he discusses potential solutions and strategies to tackle this complex problem. Gain insights into the importance of bias mitigation for building consumer trust and ensuring the success of the AI industry. Discover practical approaches to address algorithmic bias and understand why there is no one-size-fits-all solution. Join the data science community in exploring cutting-edge ideas and real-world problem-solving techniques in this thought-provoking session on data ethics and responsible AI development.
Syllabus
Data Ethics – Mitigating Bias in Algorithms
Taught by
Data Science Festival