Objašnjiva veštačka inteligencija (XAI) Training in Srbija

Ovaj interaktivni trening vođen od strane instruktora u Srbija (online ili na licu mesta) namenjen je profesionalima srednjeg nivoa koji žele da primene objasnjivu veštačku inteligenciju kako bi osigurali pravednost, transparentnost i etičke AI sisteme.

Na kraju ovog treninga, učesnici će moći da:

• Razumeju ulogu XAI u etičkim AI sistemima.
• Implementiraju XAI tehnike za otkrivanje i ublažavanje pristrasnosti u AI modelima.
• Obezbede transparentnost u procesima donošenja odluka AI modelima.
• Usklade razvoj veštačke inteligencije sa etičkim i regulativnim standardima.

Delivered as an instructor-led, live training in Srbija (online or onsite), this course is designed for advanced professionals who wish to explore cutting-edge XAI techniques for deep learning models, focusing on the development of interpretable AI systems.

By the end of this training, participants will be able to:

• Understand the challenges of explainability in deep learning.
• Implement advanced XAI techniques for neural networks.
• Interpret decisions made by deep learning models.
• Evaluate the trade-offs between performance and transparency.

This instructor-led, live training in Srbija (online or onsite) is designed for advanced-level professionals aiming to deepen their understanding of XAI techniques for complex AI models.

Upon completion of this training, participants will be able to:

• Implement state-of-the-art XAI techniques within AI models.
• Interpret deep learning models and the reasoning behind their decisions.
• Apply advanced model-agnostic and model-specific explainability methods.
• Address challenges related to AI transparency in complex systems.

This instructor-led, live training in Srbija (online or onsite) is designed for intermediate to advanced professionals who want to implement transparent AI systems in practical applications.

Upon completion of this training, participants will be able to:

• Grasp the significance of transparency in AI models.
• Apply advanced XAI techniques to interpret complex models.
• Improve model transparency using SHAP, LIME, and other tools.
• Address ethical concerns and fairness in AI models.

Ovo instrukturovo, uživo obuke u Srbija (onlajn ili na licu mesta) namenjeno je profesionalcima početničkog nivoa koji žele da nauče osnove objasnjive veštačke inteligencije i njenu ulogu u razvoju odgovornih sistema veštačke inteligencije.

Kraja ove obuke, učesnici će moći:

• da razumeju osnovne koncepte objasnjive veštačke inteligencije;
• da istraže važnost transparentnosti i tumačivosti u modelima veštačke inteligencije;
• da nauče osnovne tehnike za čišće objasnjive modele veštačke inteligencije;
• da primene tehnike XAI na jednostavne modele mašinskog učenja.