Advanced Techniques in Explainable AI (XAI)
Specialized training dedicated to advanced explainable artificial intelligence (XAI) techniques. The program focuses on methods for interpreting and explaining decisions made by AI models. Through practical workshops, participants learn tools and techniques that increase AI system transparency. The training combines theoretical foundations with practical implementation examples in real projects.
Required Participant Preparation
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Practical knowledge of machine learning
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Experience in AI model implementation
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Basic knowledge of statistics
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Knowledge of AI ethics topics
Benefits
- Participants will develop the ability to apply advanced techniques for explaining AI model decisions
- Implementing XAI tools in production projects
- They will learn to select appropriate explanation methods depending on project context and requirements
- They will learn ways to effectively communicate XAI analysis results to different stakeholder groups
- They will gain the ability to design AI systems compliant with regulatory requirements regarding transparency
- They will develop the ability to assess the quality and effectiveness of explanations generated by models
- They will be able to create technical documentation supporting AI model operation interpretation
Who is this training for?
Training program
Explainable AI Basics
- XAI concepts and definitions
- Types of explainability in AI models
- Local and global methods
- Model interpretation measures
- Advanced XAI Techniques
- LIME and SHAP in practice
- Counterfactual analysis
- Deep model interpretation
- Language model explanation
- XAI Implementation in Projects
- XAI technique integration in model lifecycle
- Explanation visualization
- Interpretation documentation
- Reporting automation
- Legal and Ethical Aspects
- AI explainability regulations
- AI model auditing
- Risk management
- Stakeholder communication
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
Who is the Advanced Techniques in Explainable AI (XAI) training for?
This training is designed for professionals looking to develop skills in advanced techniques in explainable ai (xai). Required level: advanced.
How long is the Advanced Techniques in Explainable AI (XAI) training?
The training lasts 2. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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We train teams at Poland's largest companies
Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.