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Data Science in Stratified Healthcare and Precision Medicine
Intermediate
Online
2 Weeks
2,699 INR Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Coursera |
The Syllabus
Videos
- Welcome to the Course
- About the Course
- Demystifying Data Science
- Python Basics Part 1
- Python Basics Part 2
- Professor Andrew Morris
- Professor Aileen Keel
Readings
- Syllabus
- Course Logistics
- How to use the Discussion Forums
- Course Team
- Acknowledgements
- Copyright
- How to use Jupyter Notebooks
- Programming tips & tricks
Assignment
- Quiz 1
Ungraded Labs
- Python Basics Part 1
- Python Basics Part 2
Videos
- Introduction
- DNA and Sequencing
- Modelling the Data
- Conclusion
- Professor Tim Aitman
- Professor David Porteous
- Introduction
- Medical Imaging Data & Modalities
- Analysing Medical Images
Assignment
- Quiz 2
Ungraded Labs
- Image Analysis Programming Task
Videos
- Introduction
- Representing Networks
- Biological Networks
- Conclusion
- Introduction
- Statistical Methods in Medical Research
- Conclusion
- Introduction
- Supervised Learning
- Unsupervised Learning
- Conclusion
Reading
- How the Programming Assignment works
Assignments
- Quiz 3
- Programming Assignment Quiz
Ungraded Labs
- Machine Learning Programming Task
- Programming Assignment Notebook
Videos
- Introduction
- Tasks
- Computational Methods
- Angus McCann from IBM
- Introduction
- Modelling Processes
- Analysing Processes
- Process Mining
- Rodrigo Barnes from Aridhia
Reading
- IBM Watson
Assignment
- Quiz 4
Ungraded Labs
- Natural Language Processing Programming Task
Videos
- Introduction
- Graph Data & RDF
- Ontologies & Graph Data Conclusion
- Dr Steve Pavis
- Professor Mark Parsons
- Society, Law and Ethics
- Course Conclusion
Readings
- SPARQL Querying
- General Data Protection Regulation (GDPR)
- Research Ethics
Assignment
- Quiz 5
Peer Review
- Final Course Assessment
Ungraded Lab
- Graph Data Programming Task