XAI course
Master explainable AI for credit risk modelling: construct interpretable models, assess and reduce bias, set up monitoring and fairness reviews, and convert SHAP analysis into straightforward, stakeholder-approved explanations that fulfil regulatory standards and business demands. Discover practical techniques for data handling, model training, explainability tools like SHAP and LIME, bias mitigation strategies, and creating compliant reports that build trust in AI decisions.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain hands-on skills to develop, interpret, and oversee credit risk models reliably. Explore data, engineer features, preprocess effectively, and train trustworthy, understandable models. Excel in global and local explanations, fairness checks, bias spotting, and fixes. Produce straightforward reports, dashboards, and stories that meet stakeholder needs, aid choices, and comply with rules.
Elevify advantages
Develop skills
- Build transparent credit risk models: train, adjust, and record predictions clearly.
- Use SHAP and overall XAI methods: uncover main factors and model patterns quickly.
- Develop fair, rule-following AI: spot bias, gauge effects, and apply fixes.
- Produce detailed local explanations: apply SHAP, LIME, and what-if scenarios.
- Prepare XAI reports for stakeholders: build dashboards, APIs, and reliable logs.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...
Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.
Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!
Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.
Giulio CarloAluno de Engenharia de Prompt
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an online course and how does it work?
PDF Course