Udemy AI Governance Professional AIGP Certification Masterclass

[0dayddl]

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

Files Included :

Spoiler

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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[0dayddl]

9.73 GB | 15min 25s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

Spoiler

1 -Why should you take this AIGP course.mp4 (72.25 MB)
2 -What is the AIGP certificate.mp4 (133.45 MB)
3 -What is the IAPP.mp4 (33.67 MB)
4 -Why get AIGP certified.mp4 (139.43 MB)
5 -What is risk management.mp4 (42.33 MB)
6 -What is AI risk management.mp4 (92.43 MB)
1 -What is Bloom's Taxonomy.mp4 (108.73 MB)
2 -Short-term to Long-term Memory.mp4 (87.52 MB)
3 -The Examiner's Mindset.mp4 (66.54 MB)
4 -Question Formats.mp4 (78.58 MB)
5 -Test Taking Tips.mp4 (82.21 MB)
1 -What is Artificial Intelligence.mp4 (78.11 MB)
10 -Robotics and AI.mp4 (38.75 MB)
11 -Common AI Models.mp4 (67.38 MB)
12 -Large Language Models.mp4 (99.49 MB)
13 -Small Language Models.mp4 (20.51 MB)
14 -AI Use Cases.mp4 (90.84 MB)
15 -AI Tech Stack - Compute.mp4 (104.09 MB)
16 -AI Tech Stack - Storage and Network.mp4 (55.08 MB)
17 -AI Tech Stack - Software.mp4 (60.58 MB)
18 -Data.mp4 (107.16 MB)
19 -Data Groups and Other Data Terms.mp4 (64.74 MB)
2 -What is Machine Learning.mp4 (110.84 MB)
20 -Modern Drivers of AI and Data Science.mp4 (48.54 MB)
21 -Harms - Individuals and Ecosystems.mp4 (107.89 MB)
22 -Harms - Society.mp4 (127.87 MB)
23 -Harms - Institutions and Ecosystems.mp4 (57.11 MB)
24 -Alignment and Misalignment.mp4 (73.6 MB)
25 -Types of Bias.mp4 (41.12 MB)
26 -Security Risks - Generative AI.mp4 (90.14 MB)
27 -Security Risks - General AI.mp4 (110.89 MB)
28 -Privacy Risks.mp4 (100.66 MB)
29 -Operational and Business Risks.mp4 (51.32 MB)
3 -Supervised Learning.mp4 (136.93 MB)
30 -AI Harms Taxonomies.mp4 (70.71 MB)
31 -Unique Characteristics Requiring Governance.mp4 (101.88 MB)
32 -Buzzword Bingo - AI Ethics.mp4 (59.98 MB)
33 -Trustworthy AI.mp4 (88.18 MB)
34 -Tailoring Governance to the Organization.mp4 (36.71 MB)
35 -Developers, Deployers, and Users.mp4 (57.48 MB)
36 -Creating a Culture of Ethical AI.mp4 (78.02 MB)
37 -How to Build a Governance Framework.mp4 (57.68 MB)
38 -Governance Principles.mp4 (41.95 MB)
39 -Standing Up an AI Governance Body.mp4 (138.26 MB)
4 -Unsupervised and Semi-supervised Learning.mp4 (121.37 MB)
40 -AI Training and Awareness Program Part 1.mp4 (61.42 MB)
41 -AI Training and Awareness Program Part 2.mp4 (46.63 MB)
5 -Reinforcement Learning.mp4 (50.4 MB)
6 -Discriminative and Generative Models.mp4 (65.94 MB)
7 -Foundation Models.mp4 (98.52 MB)
8 -Categories of AI.mp4 (48.1 MB)
9 -Expert Systems and Fuzzy Logic.mp4 (53.35 MB)
1 -Fair Information Practices (FIPs).mp4 (96.06 MB)
10 -Generative AI and Fair Use.mp4 (39.51 MB)
11 -Generative AI and Copyright Case Study.mp4 (58.45 MB)
12 -Generative AI Outputs and Copyright.mp4 (45.96 MB)
13 -AI and Patents.mp4 (49.28 MB)
14 -Model and Data Licensing.mp4 (53.84 MB)
15 -Categories of AI-based Products.mp4 (53.3 MB)
16 -Employment and the Equal Employment Opportunity Commission (EEOC).mp4 (65.29 MB)
17 -The Federal Trade Commission (FTC).mp4 (54.03 MB)
18 -Automated Decision Making (ADM).mp4 (86.52 MB)
19 -The Federal Reserve and SR 11-7.mp4 (46.22 MB)
2 -Applying the FIPs to AI.mp4 (29.61 MB)
20 -OSHA and Industrial Robot Systems.mp4 (25.74 MB)
21 -FDA, AI, and Medical Devices.mp4 (43.73 MB)
22 -AI and Non-discrimination Laws.mp4 (36.15 MB)
23 -U S State and City Laws.mp4 (56.77 MB)
24 -Product Safety and Liability in the U S.mp4 (82.59 MB)
25 -Product Safety and Liability in the E U.mp4 (49.77 MB)
26 -The EU Digital Services Act (DSA).mp4 (33.83 MB)
27 -EU AI Act - Article, Annex, and Recital.mp4 (23.55 MB)
28 -EU AI Act - Objectives and Terminology.mp4 (62.51 MB)
29 -EU AI Act - AI Operators.mp4 (59.98 MB)
3 -Privacy by Design and Default (PbDD).mp4 (54.7 MB)
30 -EU AI Act - A Risk-based Approach.mp4 (56.02 MB)
31 -EU AI Act - Prohibited and Unacceptable-risk Systems.mp4 (41.65 MB)
32 -EU AI Act - High-risk Systems.mp4 (97.53 MB)
33 -EU AI Act - Transparency Limited-risk Systems.mp4 (37.48 MB)
34 -EU AI Act - Overview of High-risk AI Provider Requirements.mp4 (70.4 MB)
35 -EU AI Act - AI Literacy.mp4 (28.38 MB)
36 -EU AI Act - High-risk AI Provider Obligations Articles 9-10.mp4 (69.9 MB)
37 -EU AI Act - High-risk AI Provider Obligations Articles 11-12.mp4 (41.21 MB)
38 -EU AI Act - High-risk AI Provider Obligations Articles 13-15.mp4 (26.74 MB)
39 -EU AI Act - High-risk AI Provider Obligations Articles 17-22.mp4 (45.03 MB)
4 -Privacy Requirements for AI Operators.mp4 (62.45 MB)
40 -EU AI Act - GPAI Models.mp4 (42.11 MB)
41 -EU AI Act - GPAI Provider Obligations.mp4 (66.39 MB)
42 -EU AI Act - Enforcement Part 1.mp4 (40.8 MB)
43 -EU AI Act - Enforcement Part 2.mp4 (41.64 MB)
44 -EU AI Act - Authorized Representative Obligations.mp4 (53.56 MB)
45 -EU AI Act - Importer Obligations.mp4 (28.24 MB)
46 -EU AI Act - Distributor Obligations.mp4 (21.76 MB)
47 -EU AI Act - Importer vs Deployer Obligations.mp4 (30.16 MB)
48 -EU AI Act - Deployer Obligations.mp4 (53.25 MB)
49 -EU AI Act - Other Supply Chain Responsibilities.mp4 (47.74 MB)
5 -General Data Protection Regulation (GDPR).mp4 (95.74 MB)
50 -Principles and Frameworks.mp4 (23.75 MB)
51 -OECD AI Classification Framework.mp4 (114.78 MB)
52 -OECD AI Principles.mp4 (119.47 MB)
53 -NIST AI RMF - Terminology.mp4 (35.69 MB)
54 -NIST AI RMF - Foundational Information.mp4 (76.42 MB)
55 -NIST AI RMF - Framework Core.mp4 (52.99 MB)
56 -NIST AI RMF - Playbook and Gen AI Profile.mp4 (35.78 MB)
57 -NIST Assessing Risk and Impact of AI (ARIA).mp4 (31.33 MB)
58 -ISOIEC 42001 - Requirements.mp4 (36.41 MB)
59 -ISOIEC 42001 - Controls.mp4 (34.15 MB)
6 -Special Categories of Personal Data.mp4 (75.88 MB)
60 -ISOIEC 22989 - AI Concepts and Terminology.mp4 (23.74 MB)
61 -ISO 310002018 - Risk Management Guidelines.mp4 (42.59 MB)
62 -IEEE 7000-21 - Addressing Ethical Concerns during Design Process.mp4 (45.94 MB)
63 -Human Rights, Demacy, and Rule of Law Assurance Framework (HUDERAF).mp4 (42.24 MB)
7 -Data Controller Obligations.mp4 (64.96 MB)
8 -What is intellectual property.mp4 (56.79 MB)
9 -Generative AI and Copyright Law.mp4 (99.36 MB)
1 -AI Development Life Cycle - Plan.mp4 (70.06 MB)
10 -Canada and The Digital Charter Implementation Act (2022).mp4 (53.82 MB)
11 -China and Generative AI Measures.mp4 (97.44 MB)
12 -Singapore Model AI Governance Framework Part 1.mp4 (51.43 MB)
13 -Singapore Model AI Governance Framework Part 2.mp4 (83.53 MB)
14 -Data Governance and Provenance.mp4 (71.11 MB)
15 -Comparing Data Formats.mp4 (41.13 MB)
16 -Oversight, Assurance, and Audits.mp4 (50.92 MB)
17 -System Architectures and Ensemble Methods.mp4 (71.98 MB)
18 -Testing and Documentation.mp4 (97.67 MB)
19 -Privacy Enhancing Technologies (PETs).mp4 (129.69 MB)
2 -AI Development Life Cycle - Design.mp4 (96.65 MB)
20 -Model Evaluation Tools.mp4 (137.97 MB)
21 -Conformity Assessments and DPIAs.mp4 (45.54 MB)
22 -Repeatability Assessments and Adversarial Testing.mp4 (83.8 MB)
23 -Communication Plan and Products.mp4 (76.54 MB)
3 -Buzzword Bingo.mp4 (58.68 MB)
4 -AI Development Life Cycle - Develop.mp4 (78.74 MB)
5 -Building AI Impact Assessments.mp4 (73.88 MB)
6 -Risk Scoring Methods and Tools.mp4 (112.76 MB)
7 -HUDERIA RIN and Risk Mitigation Hierarchy.mp4 (86.45 MB)
8 -Operational Controls and Other Risk Assessments.mp4 (41.98 MB)
9 -Global AI Regulation.mp4 (44.15 MB)
1 -AI Development Life Cycle - Deploy.mp4 (114.06 MB)
10 -AI Incident Response and Management - Overview.mp4 (91.82 MB)
11 -AI Incident Response and Management - Six Stages.mp4 (62.84 MB)
12 -Leftover Lexicon Part 1.mp4 (40.41 MB)
13 -Leftover Lexicon Part 2.mp4 (68.09 MB)
2 -Updating Policies Pre-deployment.mp4 (30.7 MB)
3 -Deploying Proprietary Models.mp4 (27.42 MB)
4 -Third-party Risk Management.mp4 (47.84 MB)
5 -Evaluating Third-party Agreements.mp4 (63.64 MB)
6 -Public Disclosure Requirements.mp4 (31.23 MB)
7 -Auditing, Accountability, and Automation.mp4 (43.01 MB)
8 -Managing and Monitoring AI Systems.mp4 (111.22 MB)
9 -Comparing and Contrasting Model Types.mp4 (32.66 MB)

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