Udemy - AI Ethics and Responsible AI - Bias, Privacy, Governance torrent

AI Ethics & Responsible AI: Bias, Privacy, Governance
https://WebToolTip.com
Published 6/2026

Created by ISO Xpert

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch

Level: All Levels | Genre: eLearning | Language: English | Duration: 23 Lectures ( 2h 11m ) | Size: 3.8 GB
Master ethical AI, fight algorithmic bias, ensure privacy & build trust with real case studies from Amazon & COMPAS.
What you'll learn

⚡ Define AI ethics, its scope, and the multidisciplinary frameworks that guide responsible AI

⚡ Apply core ethical principles including beneficence, non-maleficence, autonomy, human oversight, justice, and fairness

⚡ Identify how bias enters AI systems and apply pre-processing, in-processing, and post-processing mitigation strategies

⚡ Understand privacy fundamentals, GDPR, and global regulations affecting AI projects

⚡ Implement privacy-preserving techniques such as differential privacy, federated learning, and secure multi-party computation

⚡ Explain AI decisions using explainable AI (XAI) methods like LIME and SHAP

⚡ Build trust through transparency strategies including model cards and impact assessments

⚡ Establish AI governance frameworks, risk assessments, and accountability mechanisms

⚡ Analyze real-world ethical failures through the Amazon hiring tool and COMPAS case studies
Requirements

❗ No prior knowledge of AI ethics is required; the course starts from the fundamentals

❗ Basic familiarity with general technology or AI concepts is helpful but not essential

❗ An interest in fairness, privacy, and responsible technology

❗ A computer or mobile device with internet access to view lectures