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YouTube

Gender Bias in Machine Learning

Open Data Science via YouTube

Overview

Dive into a 21-minute talk on gender bias in machine learning presented by Shalvi Mahajan, Senior Data Scientist at SAP SE, Germany. Examine how AI can amplify existing gender biases and their impact on product design and services across genders. Gain insights into real-world challenges and the evolution of machine learning techniques to address these issues. Explore topics including the context of gender bias in AI, its sources, impacts, strategies for overcoming bias, and reshaping the future of AI. Benefit from Mahajan's expertise in solving business and mathematics problems through AI and ML, as well as her software engineering experience. Ideal for data scientists, AI enthusiasts, and tech professionals seeking to understand and mitigate gender bias in artificial intelligence.

Syllabus

- Introduction
- Context
- Source of gender bias in AI
- Impact of Bias
- Overcoming bias
- Reshaping the future

Taught by

Open Data Science

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