Explainable AI Course
What will I learn?
Open up the power of Explainable AI with our course, made special for tech people like you. You'll go deep into how machines learn, especially for use in hospitals and clinics. You'll learn important ways like LIME and SHAP to make sure AI decisions are clear and easy to understand. We'll teach you how to get data ready, check if the machine is doing a good job, and explain everything in a simple way, even to people who don't know much about tech. You'll also get good at writing down what the machine predicts and showing it in pictures, so everyone can see what's happening and why. Come join us and be a leader in making AI better for everyone.
Apoia's Unique Features
Develop skills
Enhance the practical skills listed below
Become a master at training machines: Make machines learn well and check how good they are.
Choose data wisely: Pick the best data to use for your work.
Get data ready: Clean up hospital data so it's ready to be used correctly.
Explain how AI thinks: Use LIME and SHAP to make AI decisions clear to everyone.
Share what you learn: Explain complicated data in a simple way so everyone can understand.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, feel free to 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 akin to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.