AI for Healthcare
COURSES
- Python for Data Science and Machine Learning in Healthcare (module at Imperial College London)
- Machine Learning for Healthcare (9-part video series)
- Machine Learning in Healthcare (UCL short course)
CONTENT
- What is data science and machine learning? (and why healthcare?)
- How does a machine learning model learn?
- How to apply data science to solve real-world problems
- Key challenges and considerations for real-world use of ML in healthcare
- An Introduction to Neural Networks and Deep Learning
- Analysing image data in healthcare with deep learning
- Analysing sequential health data including natural language with deep learning