Explainable ai Course
What will I learn?
Unlock the potential of Explainable AI with our comprehensive course tailored for technology professionals. Dive into machine learning models, focusing on healthcare applications, and master techniques like LIME and SHAP for transparent AI solutions. Learn to preprocess data, evaluate models, and communicate insights effectively to non-technical audiences. Enhance your skills in documenting and visualizing model predictions, ensuring clarity and impact in your AI projects. Join us to lead in the future of AI innovation.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master model training: Optimize and evaluate machine learning models effectively.
Select datasets wisely: Identify and choose the best datasets for your projects.
Preprocess data: Clean and prepare healthcare data for accurate analysis.
Explain AI models: Use LIME and SHAP to make AI decisions transparent.
Communicate insights: Present complex data to non-technical audiences clearly.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change 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 offers practical and relevant knowledge for your professional journey.