Explainable AI Course
What will I learn?
Unlock the potential ng Explainable AI with our comprehensive course na tailored para sa technology professionals. Dive into machine learning models, focusing on healthcare applications, at i-master ang techniques like LIME and SHAP para sa transparent AI solutions. Learn to preprocess data, evaluate models, at i-communicate ang insights effectively sa non-technical audiences. Enhance ang iyong skills sa pag-document at pag-visualize ng model predictions, ensuring clarity and impact sa iyong AI projects. Join us para manguna sa future ng AI innovation.
Apoia's Unique Features
Develop skills
Strengthen your practical skills in the areas listed below.
Master model training: I-optimize at i-evaluate ang machine learning models nang effectively.
Select datasets wisely: I-identify at piliin ang best datasets para sa iyong projects.
Preprocess data: I-clean at i-prepare ang healthcare data para sa accurate analysis.
Explain AI models: Gamitin ang LIME at SHAP para gawing transparent ang AI decisions.
Communicate insights: I-present ang complex data sa non-technical audiences nang 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.