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
Universidad de EdimburgoAcerca de este Curso
25,483 vistas recientes
Resultados profesionales del estudiante
12%
comenzó una nueva carrera después de completar estos cursos
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 17 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Chino (simplificado), Italiano, Vietnamita, Coreano, Alemán (German), Ruso (Russian), Turco (Turkish), Inglés (English), Español (Spanish)
Habilidades que obtendrás
Data SciencePython ProgrammingMachine LearningImage Analysis
Resultados profesionales del estudiante
12%
comenzó una nueva carrera después de completar estos cursos
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 17 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Chino (simplificado), Italiano, Vietnamita, Coreano, Alemán (German), Ruso (Russian), Turco (Turkish), Inglés (English), Español (Spanish)
ofrecido por
Universidad de Edimburgo
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.
Programa - Qué aprenderás en este curso
5 horas para completar
Welcome to the Course
Join us this week to find out how the course works and to try your hand at programming in Python!
5 horas para completar
7 videos (Total 52 minutos), 8 lecturas, 1 cuestionario
7 videos
About the Course2m
Demystifying Data Science4m
Python Basics Part 19m
Python Basics Part 25m
Professor Andrew Morris12m
Professor Aileen Keel15m
8 lecturas
Syllabus10m
Course Logistics10m
How to use the Discussion Forums10m
Course Team10m
Acknowledgements10m
Copyright10m
How to use Jupyter Notebooks10m
Programming tips & tricks10m
1 ejercicio de práctica
Quiz 130m
2 horas para completar
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!
2 horas para completar
9 videos (Total 53 minutos)
9 videos
DNA and Sequencing3m
Modelling the Data3m
Conclusion4m
Professor Tim Aitman13m
Professor David Porteous11m
Introduction1m
Medical Imaging Data & Modalities7m
Analysing Medical Images5m
1 ejercicio de práctica
Quiz 230m
4 horas para completar
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.
4 horas para completar
11 videos (Total 43 minutos), 1 lectura, 2 cuestionarios
11 videos
Representing Networks3m
Biological Networks5m
Conclusion2m
Introduction2m
Statistical Methods in Medical Research4m
Conclusion3m
Introduction1m
Supervised Learning10m
Unsupervised Learning5m
Conclusion1m
1 lectura
How the Programming Assignment works10m
2 ejercicios de práctica
Quiz 330m
Programming Assignment Quiz30m
3 horas para completar
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.
3 horas para completar
9 videos (Total 57 minutos), 1 lectura, 1 cuestionario
9 videos
Tasks10m
Computational Methods4m
Angus McCann from IBM7m
Introduction2m
Modelling Processes6m
Analysing Processes6m
Process Mining2m
Rodrigo Barnes from Aridhia13m
1 lectura
IBM Watson10m
1 ejercicio de práctica
Quiz 430m
Reseñas
Principales reseñas sobre DATA SCIENCE IN STRATIFIED HEALTHCARE AND PRECISION MEDICINE
por SW7 de jun. de 2018
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!
por NC2 de nov. de 2020
This is the first course I have ever done on course. I enjoyed the course thought out the weeks, Highly recommended if anyone is interested in stratified healthcare and precision medicine.
por SS11 de mar. de 2020
This is one of the excellent courses attended by me from Coursera. I am not from medical/healthcare background but got very good information about this domain. Thank you Team
por SH10 de feb. de 2019
Great course to get a crash course in the basics of coding applied to this field, a great beginning step that will allow you to find what you would like to specialize in.
Preguntas Frecuentes
¿Cuándo podré acceder a las lecciones y tareas?
¿Qué recibiré si compro el Certificado?
Is financial aid available?
¿Recibiré crédito universitario por completar el Curso?
¿Tienes más preguntas? Visita el Centro de Ayuda al Alumno.
