Implementing & Auditing ISO 42001 – AIMS – Management System

سرفصل های دوره

1 - Introduction

1 -Understand Various ISO Standards

2 -What is the Management System

3 - ISO 42001 Overview.html

2 - AI Overview

1 -An Introduction to AI

2 -Generative AI

3 -Generative Adversarial Networks (GANs)

4 -GAN Applications

5 -Variational Autoencoders (VAEs)

6 -Transformers and Natural Language Processing (NLP) - BERT & GPT

7 -Transformers Applications

8 -Data Requirements and Preparation for AI Training

9 -Applications of GEN AI in Business Industries - Part 1

10 -Applications of GEN AI in Business Industries - Part 2

3 - AI Governance

1 -Why Governance is Crucial

2 -Committees and How it can help in Governance Efforts

3 -Corporate Structure

4 -Leading Governance Frameworks

5 -Building AI Strategy

6 -Strategy Implementation Challenges

7 -Pitfalls in Strategy Implementation

8 -Managing AI Projects

9 -Ethical Use of AI and Responsible AI

10 -Identifying Opportunities for AI

10 - Trust, Accountability, and Transparency.html

4 - Key AI Regulations and Standards

1 -Data Privacy - GDPR

1 - Artificial Intelligence Risk Management Framework (AI RMF 1.0).html

1 - ISO Standards Related to AI.html

1 - NIST AI Framework.html

2 -DPF & Privacy Shield

5 - AI Risk Management

1 -Types of AI

2 -Risk Management in AI

3 -AI Challenges and Considerations

4 -Emerging Trends in the AI Domain

5 -AI Policy

6 - AI Risks and Mitigation Strategies.html

6 - Ensuring Fairness, Non-Bias and Non-Discrimination.html

6 - Explainability of AI Decisions.html

6 - Managing Risks related to Ethical Use, Security and Privacy of Information.html

6 - AI Threats and Countermeasures - Self Reading - Optional Content for GRC Pros

1 - Adversarial Attacks.html

1 - Algorithm Bias.html

1 - Automation and Job displacement.html

1 - Data Poisoning.html

1 - Malicious use of AI.html

1 - Model Inversion.html

1 - Model Stealing.html

1 - Overfitting and Generalization Issues.html

1 - Privacy Invasion.html

1 - Security Vulnerabilities and AI.html

1 - Social Engineering Attacks Using AI.html

7 - AI Controls - ISO 42001 Annex A

1 -Governance and Alignment with Business Objectives

2 -GRC Function

3 -Risk Management Process

4 -Compliance and Legal Controls

5 -User Awareness

6 -Access Control Concepts

6 - Design AI System & AI Model Lifecycle Management.html

7 -Operational Logs and Monitoring

8 -Incident Response

9 -Control Monitoring and Evaluation

8 - Implementing Management System

1 -Clause 4 Context of the Organization

2 -Clause 5 Leadership and Commitment

3 -Clause 6 Planning

4 -Gap Analysis Process

5 -Communication requirements within the organization

6 -Importance of resources, competence, and awareness

7 -Structure and requirements for Management System documentation

8 -Clause 8 Operation of the Management System

9 -Clause 9 Performance Evaluation

10 -Clause 10 Improvement

11 -Understanding nonconformities and corrective actions

9 - Continues Improvement and Preparing for the Certification

1 -The Continues Monitoring Program

2 -Preparing for certification audits

3 -Choosing the Right Certification Body

4 -Navigating certification stages and maintaining compliance

10 - Future Trends of AI

1 -Unlock AI Potentials

2 - AI & Audit Function.html

2 - AI & Cyber Security Function.html

2 - AI & Supply Chain Function.html

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تولید کننده: Udemy