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.
Filename Size ~Get Your Files Here !/1 - AI and Digital Health/1 - Introduction to Medical Data.mp4 57.7 MB ~Get Your Files Here !/1 - AI and Digital Health/2 - Data Standards and Sources.mp4 84.3 MB ~Get Your Files Here !/1 - AI and Digital Health/3 - Data Quality and Governance.mp4 37.8 MB ~Get Your Files Here !/1 - AI and Digital Health/4 - Statistical thinking in Health Data Science.mp4 170.2 MB ~Get Your Files Here !/1 - AI and Digital Health/5 - Big Data and Real World Evidence.mp4 50.4 MB ~Get Your Files Here !/2 - AI Techniques for Healthcare/10 - Transfer Learning and Pretrained Models in Medicine.html 49 B ~Get Your Files Here !/2 - AI Techniques for Healthcare/11 - FewShot and ZeroShot Learning in Clinical Settings.html 49 B ~Get Your Files Here !/2 - AI Techniques for Healthcare/12 - Active Learning and HumanintheLoop Annotation.html 49 B ~Get Your Files Here !/2 - AI Techniques for Healthcare/13 - Causal Inference and Counterfactual Reasoning.html 49 B ~Get Your Files Here !/2 - AI Techniques for Healthcare/14 - Hybrid Models in Healthcare.html 49 B ~Get Your Files Here !/2 - AI Techniques for Healthcare/15 - Challenges in Clinical Machine Learning.html 49 B ~Get Your Files Here !/2 - AI Techniques for Healthcare/6 - Core AI Techniques in Healthcare.mp4 350.4 MB ~Get Your Files Here !/2 - AI Techniques for Healthcare/7 - Supervised vs Unsupervised Learning in Health AI.mp4 226.6 MB ~Get Your Files Here !/2 - AI Techniques for Healthcare/8 - Multimodal Learning in Healthcare.mp4 85.8 MB ~Get Your Files Here !/2 - AI Techniques for Healthcare/9 - Synthetic Health Data Innovation.html 49 B ~Get Your Files Here !/Bonus Resources.txt 70 B