Technologies / Artificial Intelligence

Explainable Artificial Intelligence - EU AI Act, LIME/SHAP and AI Ethics for Boards of Directors

Training aimed at boards and regulators, focusing on creating understandable AI systems through advanced model interpretation techniques, effective detection of potential biases, and ensuring full compliance with EU AI Act requirements. The program combines advanced technical aspects of explainability with practical business management issues. Participants will learn best practices for responsible design and implementation of artificial intelligence systems. The governance-first methodology guarantees a holistic and comprehensive approach to ensuring the transparency of AI solutions.

Issues

Explainable AI (XAI).
Interpretability
Justice
Detection of bias
AI management
Regulatory compliance
EU AI Act
Risk assessment
Ethical framework
Audit trails
Documentation standards
Communication with stakeholders

Benefits

Participants will ensure full regulatory compliance of their organization by implementing a systematic and transparent approach to the development and implementation of AI systems
They will significantly increase the level of confidence in the organization's AI technology by implementing fully explainable algorithmic decision-making processes
They will effectively mitigate potential risks by proactively detecting and systematically correcting any form of algorithmic bias
They will ensure ethical standards for AI implementation by establishing a robust governance and oversight framework
They will build lasting confidence and trust among all stakeholders by ensuring complete transparency of AI systems operations
They will support the quality of decision-making processes by leveraging fully interpretable analysis and conclusions generated by AI
They will achieve sustainable competitive advantage by building trustworthy and transparent AI systems

Who is this training for?

C-level executives

Compliance managers

Risk managers

AI product owners

Legal teams

Management professionals

Ethics managers

Prerequisites

Participants should have extensive strategic management experience and professional competence in the area of risk management at the highest organizational level
A solid basic knowledge of AI technology and the practical application of machine learning in a business environment is essential
In-depth knowledge of the current regulatory framework and detailed legal compliance requirements is required
Developed skills in effectively communicating complex technical concepts to diverse audiences at the executive and management levels are welcome

Training program

The problem of the black box
Explainability techniques
LIME and SHAP
Metrics of justice

EU AI Act requirements
Risk assessment
Documentation standards
Audit trails

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Explainable Artificial Intelligence - EU AI Act, LIME/SHAP and AI Ethics for Boards of Directors we recommend: Participants should have extensive strategic management experience and professional competence in the area of risk management at the highest organizational level; A solid basic knowledge of AI technology and the practical application of machine learning in a business environment is essential; In-depth knowledge of the current regulatory framework and detailed legal compliance requirements is required.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: C-level executives; Compliance managers; Risk managers.