Program Curriculum
Introduction:
Become the Human in the Loop
Basics 1 - Understanding AI and ML in Healthcare
What is AI?
What is Machine Learning?
Reinforcement and Deep Learning
AI Career Impact
Basics 2 - Fundamentals of Data in Healthcare AI
Why It’s the Lifeblood of AI
How AI Makes Sense of Healthcare Data
The Dangerous Illusion of Accuracy in Healthcare AI
Feature Engineering in Healthcare: Where the Magic Happens in AI
Training, Validation, and Testing Data: Why Splitting Matters in Healthcare AI
Data Governance in Healthcare AI: Protecting Patients, Protecting Trust
Why AI Matters to Your Career in Healthcare
Basics 3 - Model Architecture in Healthcare AI
Model Architecture in Healthcare AI
Convolutional Neural Networks
Pooling Layers
Dropout Layers
Batch Normalization
Decision Trees
Fully Connected Layers
Recurrent Neural Networks
FAQs
Q: Do I need coding skills?
No. This course is designed for non-technical professionals.
Q: How long do I have access?
Lifetime access to all course materials and updates.
Q: Can I get a certificate?
Yes! You’ll receive a verifiable digital certificate upon completion.
Q: Is there a community?
Yes, we host a supportive online community of healthcare AI learners.
Q: Is this useful if I already work with AI vendors?
Absolutely. You’ll learn how to critically evaluate, improve, and lead implementations.