About This training
The EXPLAINABLE AI INSIDER trainingprovides a basic dive into the buzzword of explainable AI. The participantslearn about the drivers and challenges of explainability and gain an overviewof the most important methods on how to successfully implement XAI depending onthe objective. Additionally, this training will answer the question why XAI isso important but above all why it is so difficult regarding the trade-offbetween explainability and performance.
why this training is for you
After this training, the participants will have understoodthe motivation and drivers of explainability. The participants will also gaininsights into how to approach explainability to understand when and how to usedifferent models of explainability.
training goal
This EXPLAINABLE AI INSIDER training isfor technology experts looking for learning about the basics of explainable AIand how to approach it. This course is also relevant for technology-affinemanagement level who want to understand the potential of explainable AI and ifit is relevant for own business.
Start dates
COntent
- Explainable AI
- Drivers & Challenges of XAI
- XAI Methods
- Partial Dependence Plot
- Feature Importance
- Surrogate Models
- LIME
- Shapley Values