Professional Certificate in Responsible Machine Learning: Ethical Guidelines
-- ViewingNowThe Professional Certificate in Responsible Machine Learning: Ethical Guidelines is a crucial course for professionals seeking to understand and implement ethical guidelines in AI and ML practices. This program comes at a time when organizations are increasingly demanding professionals with knowledge of ethical issues in AI, such as fairness, transparency, and data privacy.
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โข Unit 1: Introduction to Responsible Machine Learning
โข Unit 2: Ethical Guidelines in Machine Learning
โข Unit 3: Data Bias and Fairness in Algorithms
โข Unit 4: Privacy and Security in Machine Learning
โข Unit 5: Responsible AI: Accountability and Transparency
โข Unit 6: Human-AI Collaboration and Responsible Design
โข Unit 7: Bias Mitigation Techniques in Machine Learning
โข Unit 8: Explainability and Interpretability in Machine Learning
โข Unit 9: Legal and Regulatory Considerations in Responsible Machine Learning
โข Unit 10: Professional Ethics for Data Scientists and Machine Learning Practitioners
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