An increasing volume of data is becoming available in biomedicine and healthcare, from genomic data, to electronic patient records and data collected by wearable devices. Recent advances in data science are transforming the life sciences, leading to precision medicine and stratified healthcare.
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Data Science in Stratified Healthcare and Precision Medicine
エディンバラ大学(The University of Edinburgh)このコースについて
習得するスキル
- Data Science
- Python Programming
- Machine Learning
- Image Analysis
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エディンバラ大学(The University of Edinburgh)
Since 1583 the University of Edinburgh has been at the forefront of innovation in education and research. Ranked 20th in the world, we have been an international leader in online learning since our first online degree launched in 2005. As part of our commitment to making learning accessible to all, we offer free courses in a variety of subjects including philosophy, health, animal welfare and STEM courses, all designed to build the skills of the global community.
シラバス - 本コースの学習内容
Welcome to the Course
Join us this week to find out how the course works and to try your hand at programming in Python!
WELCOME TO WEEK 2
This week you will be introduced to Sequence Processing and Medical Image Analysis. Explore the course materials to find out about recent advances in these areas and how they contribute to Precision Medicine!
WELCOME TO WEEK 3
This week you will learn about Probabilistic and Network Modelling, and how they are applied to biomedicine. You will also be introduced to Machine Learning and explore the opportunities it brings to the medical field.
WELCOME TO WEEK 4
This week you will discover how clinical notes and other free-form text can be analysed with the use of Natural Language Processing techniques. You will also find out how Process Modelling can help us understand, stratify and improve healthcare processes.
レビュー
- 5 stars69.80%
- 4 stars23.92%
- 3 stars3.13%
- 2 stars1.96%
- 1 star1.17%
DATA SCIENCE IN STRATIFIED HEALTHCARE AND PRECISION MEDICINE からの人気レビュー
It was easy to follow, tasks were interesting yet understandable and pace was okay. I am now interested in continuing my development in this area.
The course fulfills all my expectations, I'm looking forward to enrolling in a further version of it.
Great course. It was so intriguing I had to go through the videos non-stop!
Great course, really well designed and well produced and I feel like I've learned a lot! The coding was a bit of a shock to the system but it was nice and challenging. Thank you to the team!
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