Explainable AI Course
What will I learn?
Open di door to understandin' Explainable AI wit dis full lesson we put togeda for people who know bout technology. Go deep inside machine learnin' models, payin' special mind to how we can use dem for health work, and learn how to use ting like LIME and SHAP so people can trust AI decision. Learn how to clean data, check if ya model dey work right, and tell people who don't know much bout technology wat ya find out. Get betta at writin' down and showin' people how ya model dey predict ting, so everytin' clear and e get power in ya AI work. Come join us and be one of di leaders in di future of AI!
Apoia's Unique Features
Develop skills
Enhance your practical skills in the areas listed below.
Learn how to train model good-good: Make ya machine learnin' model work betta and know if e dey work right.
Know how to pick data: Find and choose di best data to use for ya work.
Clean data before ya use um: Wash and prepare health data so ya can analyze um correct.
Explain how AI model dey work: Use LIME and SHAP to make people understand how AI dey make decision.
Tell people wat ya find out: Explain hard data to people who don't know much bout technology clear-clear.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but it offers practical and relevant knowledge for your professional journey.