Udemy - AI For Digital Health And Wellbeing

AI For Digital Health And Wellbeing

https://WebToolTip.com

Published 10/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.04 GB | Duration: 1h 12m

Understand AI in medicine, digital health, and wellbeing: clinical ML, multimodal AI & synthetic data to explainability

What you'll learn
Understand core AI methods—including machine learning, NLP, and deep learning—as applied to health and wellbeing domains.
Analyze real-world clinical use cases using techniques like multimodal learning, transfer learning, and synthetic data.
Evaluate challenges in medical AI such as data sparsity, bias, domain shift, and regulatory constraints.
Design AI workflows integrating domain knowledge, annotation strategies, and human-in-the-loop learning.
Apply concepts like causal inference and counterfactual reasoning to health interventions and clinical decisions.
Explore emerging trends like foundation models, hybrid AI systems, and personalized digital health agents.

Requirements
No prior experience in healthcare or AI is strictly required.