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MOOC AI in Healthcare, hi！, Hello - Coggle Diagram
MOOC AI in Healthcare
Ⅲ Inside the AI engine: Search and optimization
The challenge of PharmaLog
Textbook search problems
Constrained satisfaction and optimization problems
Search space, graph, and tree
Search algorithms
Optimal search algorithms
Local search algorithms
Ⅵ Inside the AI engine: Artificial neural networks
What is all the buzz about?
A small introduction to optimization
Training neural networks
Operations, layers and architectures
Transfer learning
Generative AI
Model-centric and data-centric AI
Ⅱ First AId kit
Unraveling the AI mystery: from algebra to algorithms
From idea to implementation
Knowledge representation and reasoning
AI agents
Probability and uncertainty in healthcare AI
Data-driven AI
Data visualization and exploration
Ⅳ Inside the AI engine: Learning from data
Unsupervised learning
Supervised learning
Evaluation of the performance
Feature and model selection
Hyperparameters
Advanced learning strategies
ⅠBreaking the (A)ice
Welcome
Added value of AI in healthcare
What is AI?
Back to the future - Timeline of AI
The latest healthcare disruption. Take it or leave (it)
The good, the bad and the ugly of AI
hi！
Hello