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

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