Udemy AI Governance Professional AIGP Certification Masterclass

8.51 GB | 00:15:09 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 Why should you take this AIGP course (67.5 MB)
2 What is the AIGP certificate (97.44 MB)
3 What is the IAPP (34.25 MB)
4 Why get AIGP certified (126.3 MB)
6 How do privacy and AI overlap (57.67 MB)
1 What is Artificial Intelligence (AI) (88.74 MB)
11 Categories of Artificial Intelligence (55.48 MB)
12 Expert Systems and Fuzzy Logic (58.3 MB)
13 Robotics and AI (41.85 MB)
14 Common AI Models (77.52 MB)
15 Large Language Models (LLMs) (111.15 MB)
16 AI Use Cases (101.15 MB)
17 AI Tech Stack - Compute (122.29 MB)
18 AI Tech Stack - Storage and Network (57.08 MB)
19 AI Tech Stack - Software (93.87 MB)
2 What is Machine Learning (ML) (122.26 MB)
20 Data (117.85 MB)
21 A Brief History of AI (87.25 MB)
22 A Brief History of Data Science (112.39 MB)
23 OECD AI Classification Framework (136.77 MB)
3 Supervised Learning (150.77 MB)
4 Unsupervised and Semi-supervised Learning (146.92 MB)
5 Reinforcement Learning (57.61 MB)
7 Discriminative and Generative Models (73.3 MB)
8 Foundation Models (112.4 MB)
1 The Fair Information Practices (FIPs) (108.6 MB)
10 Creating a Culture of Ethical AI (87.04 MB)
11 Harms - Individuals and Groups (122.01 MB)
12 Harms - Society (145.29 MB)
13 Harms - Companies, Institutions, and Ecosystems (81.19 MB)
14 Types of Bias (44.6 MB)
15 Trustworthy AI (100.7 MB)
2 Buzzword Bingo - AI Ethics (67.83 MB)
3 OECD AI Principles (126.22 MB)
4 White House Blueprint for an AI Bill of Rights (118.01 MB)
5 UNESCO Recommendation on the Ethics of AI (35.66 MB)
6 The Asilomar AI Principles (61.42 MB)
7 IEEE Global Initiative's Ethically Aligned Design (50.05 MB)
8 The CNIL AI Action Plan (41.41 MB)
9 European Commission Ethics Guidelines for Trustworthy AI (26.47 MB)
1 Categories of AI-based Products (59.34 MB)
10 The EU Digital Services Act (DSA) (37.54 MB)
11 Privacy and Security Law (48.36 MB)
12 The EU General Data Protection Regulation (GDPR) (143.99 MB)
2 Employment and the EEOC (72.5 MB)
3 The Federal Trade Commission (FTC) (60.64 MB)
4 Automated Decision Making (138.57 MB)
5 The Federal Reserve and SR 11-7 (51.87 MB)
6 OSHA and Industrial Robot Systems (28.76 MB)
7 FDA AI and Medical Devices (49.7 MB)
8 Product Safety and Liability in the US (102.05 MB)
9 Product Safety and Liability in the EU (42.35 MB)
1 Emerging Global AI Laws (63.27 MB)
10 EU AI Act Overview (65.25 MB)
11 EU AI Act Risk Levels (136.73 MB)
12 EU AI Act High-risk System Requirements (69.68 MB)
13 EU AI Act Limited- and Minimal-risk System Requirements (36.71 MB)
14 EU AI Act Governance and Penalties (55.39 MB)
15 EU AI Act General Purpose Artificial Intelligence (GPAI) (50.01 MB)
16 ISO 310002018 (56.98 MB)
17 IEEE 7000-21 (52.21 MB)
18 ISOIEC Guide 51 Safety Aspects (26.39 MB)
19 NIST AI RMF Terminology (39 MB)
2 Canada and The Digital Charter Implementation Act (2022) (64.37 MB)
20 NIST AI RMF Foundational Information (84.28 MB)
21 NIST AI RMF Framework Core (59.11 MB)
22 Human Rights, Demacy, and Rule of Law Assurance Framework for AI Systems (79.82 MB)
3 China's Generative AI Measures (110.92 MB)
4 United States AI Laws and Policies Part 1 (63.14 MB)
5 United States AI Laws and Policies Part 2 (97.75 MB)
7 Singapore's Model AI Governance Framework Part 1 (56.88 MB)
8 Singapore's Model AI Governance Framework Part 2 (95.35 MB)
1 AI Development Lifecycle - Plan (81.68 MB)
2 AI Development Lifecycle - Design (108.02 MB)
3 Privacy Enhancing Technologies (PETs) (148.09 MB)
4 Buzzword Bingo - Feature Engineering (71.98 MB)
5 AI Development Lifecycle - Develop (88.1 MB)
6 Model Evaluation Tools (148.73 MB)
8 AI Development Lifecycle - Deploy (131.21 MB)
1 How to Build a Governance Framework (67.97 MB)
10 Building AI Impact Assessments (82.14 MB)
12 Risk Scoring Methods and Tools (126.55 MB)
13 HUDERIA Risk Index Number (RIN) and Risk Mitigation Hierarchy (98.74 MB)
14 Conformity Assessments and DPIAs (60.89 MB)
15 Testing and Documentation (105.42 MB)
17 Repeatability Assessments and Adversarial Testing (92.64 MB)
18 Managing and Monitoring AI Systems (129.03 MB)
2 Governance Principles (45.65 MB)
3 Standing Up an AI Governance Body (154.5 MB)
4 Stakeholder Engagement Process (123.89 MB)
5 Communication Plan and Products (84.36 MB)
6 Security Risks - Generative AI (84.88 MB)
7 Security Risks - General AI (121.47 MB)
8 Privacy Risks (132.07 MB)
9 Operational and Business Risks (58 MB)
1 Intellectual Property and Model and Data Licensing (110.72 MB)
2 USPTO and the US Copyright Office (33.76 MB)
3 The Legality of Web Scraping (120.55 MB)
4 Notable Case Studies and IP Takeaways (64.44 MB)
5 Leftover Lexicon (45.02 MB)
6 Upskilling and Reskilling the Workforce (66.95 MB)
7 AI Opt Outs and Unlearning (59.15 MB)
8 Auditing, Accountability, and Automation (113.91 MB)
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