Professional Certificate in Machine Learning for Gender Equality
-- ViewingNowThe Professional Certificate in Machine Learning for Gender Equality is a crucial course designed to address the increasing industry need for ethical AI practices. This program empowers learners with the essential skills to develop machine learning models that promote fairness, mitigate biases, and contribute to gender equality.
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Unit 1: Introduction to Machine Learning & Gender Equality
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Unit 2: Data Preprocessing for Gender Equality in ML
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Unit 3: Gender Bias in Data & Algorithms
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Unit 4: Bias Mitigation Techniques for ML Models
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Unit 5: Ethics & Responsible AI for Gender Equality
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Unit 6: Fairness Metrics for ML Evaluation
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Unit 7: Implementing Gender Equality in ML Projects
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Unit 8: Case Studies: ML for Gender Equality
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Unit 9: Continuous Learning & Monitoring for Gender Bias in ML
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Unit 10: Policy Guidelines & Legal Considerations for ML & Gender Equality
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