课程信息
12,086 次近期查看

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为18 小时

建议:5 weeks of study, 3-4 hours/week...

英语(English)

字幕:英语(English)

您将获得的技能

Data SciencePython ProgrammingMachine LearningImage Analysis

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为18 小时

建议:5 weeks of study, 3-4 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 5 小时

Welcome to the Course

Join us this week to find out how the course works and to try your hand at programming in Python!...
7 个视频 (总计 52 分钟), 8 个阅读材料, 1 个测验
7 个视频
About the Course2分钟
Demystifying Data Science4分钟
Python Basics Part 19分钟
Python Basics Part 25分钟
Professor Andrew Morris12分钟
Professor Aileen Keel15分钟
8 个阅读材料
Syllabus10分钟
Course Logistics10分钟
How to use the Discussion Forums10分钟
Course Team10分钟
Acknowledgements10分钟
Copyright10分钟
How to use Jupyter Notebooks10分钟
Programming tips & tricks10分钟
1 个练习
Quiz 120分钟
2
完成时间为 2 小时

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!...
9 个视频 (总计 53 分钟), 1 个测验
9 个视频
DNA and Sequencing3分钟
Modelling the Data3分钟
Conclusion4分钟
Professor Tim Aitman13分钟
Professor David Porteous11分钟
Introduction1分钟
Medical Imaging Data & Modalities7分钟
Analysing Medical Images5分钟
1 个练习
Quiz 220分钟
3
完成时间为 4 小时

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....
11 个视频 (总计 43 分钟), 1 个阅读材料, 2 个测验
11 个视频
Representing Networks3分钟
Biological Networks5分钟
Conclusion2分钟
Introduction2分钟
Statistical Methods in Medical Research4分钟
Conclusion3分钟
Introduction1分钟
Supervised Learning10分钟
Unsupervised Learning5分钟
Conclusion1分钟
1 个阅读材料
How the Programming Assignment works10分钟
2 个练习
Quiz 320分钟
Programming Assignment Quiz20分钟
4
完成时间为 2 小时

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....
9 个视频 (总计 57 分钟), 1 个阅读材料, 1 个测验
9 个视频
Tasks10分钟
Computational Methods4分钟
Angus McCann from IBM7分钟
Introduction2分钟
Modelling Processes6分钟
Analysing Processes6分钟
Process Mining2分钟
Rodrigo Barnes from Aridhia13分钟
1 个阅读材料
IBM Watson10分钟
1 个练习
Quiz 420分钟
4.5
19 个审阅Chevron Right

25%

完成这些课程后已开始新的职业生涯

17%

通过此课程获得实实在在的工作福利

热门审阅

创建者 SWJun 8th 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!

创建者 SRApr 19th 2019

Excellent introduction to use of data science in healthcare with hands-on training in machine learning and NLP. Great course.

讲师

Avatar

Dr Areti Manataki

Teaching and Research Fellow
Centre for Medical Informatics
Avatar

Dr Frances Wong

Data Science MOOC Project Lead
College of Science and Engineering

关于 爱丁堡大学

Influencing the world since 1583, The University of Edinburgh is consistently ranked as one of the world's top 50 universities. Today, we are an established and global leader in online learning, providing degree-level education to 3,000 online students in addition to 36,000 students on-campus. We also offer a wide range of free online courses in a variety of subjects. To find out more about studying for one of our online degrees, search for ‘Edinburgh online’ or visit www.ed.ac.uk/studying/online-learning/postgraduate ...

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