Machine Learning Explainability
- Tijdsduur
- Locatie
- Online
- Startdatum en plaats
Machine Learning Explainability
Opleiderscore:
Startdata en plaatsen
computer Online: Virtual 23 nov. 2026Toon rooster event 23 november 2026, 09:00-17:00, Virtual, Dag 1 |
Beschrijving
What will you learn?
After the training, you will be able to:
- Explain the use cases for model explainability
- Evaluate when model explainability is not enough (correlation vs. causality, fairness)
- Categorize the used methods into sensitivity vs. impact as well as explaining single predictions (local explainability) vs. multiple predictions (global explainability)
- Apply the explainability methods with the provided Python packages
- Summarize the advantages and disadvantages for each method
- Evaluate whether a method is appropriate for the business use case
Veelgestelde vragen
Er zijn nog geen veelgestelde vragen over dit product. Als je een vraag hebt, neem dan contact op met onze klantenservice.
What will you learn?
After the training, you will be able to:
- Explain the use cases for model explainability
- Evaluate when model explainability is not enough (correlation vs. causality, fairness)
- Categorize the used methods into sensitivity vs. impact as well as explaining single predictions (local explainability) vs. multiple predictions (global explainability)
- Apply the explainability methods with the provided Python packages
- Summarize the advantages and disadvantages for each method
- Evaluate whether a method is appropriate for the business use case
Scale up your skills
Boost your career
Get the training you need to succeed, in every IT field.
Learn from the world's leading experts with public and in-company
courses at Xebia Academy.
Blijf op de hoogte van nieuwe ervaringen
Deel je ervaring
Heb je ervaring met deze cursus? Deel je ervaring en help anderen kiezen. Als dank voor de moeite doneert Springest € 1,- aan Stichting Edukans.Er zijn nog geen veelgestelde vragen over dit product. Als je een vraag hebt, neem dan contact op met onze klantenservice.