Online courses
MIT open courseware
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statistics
MIT 18.650 Statistics for Applications, Fall 2016
Instructor: Philippe Rigollet
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computational biology
6.047/6.878/HST.507 Fall 2020 Prof. Manolis Kellis
Computational Biology: Genomes, Networks, Evolution, Health
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machine learning
Machine Learning in Genomics: Dissecting the circuitry of Human Disease
Full playlist with all videos in order is here
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deep learning
6.874/6.802/20.390/20.490/HST.506 Spring 2021 Prof. Manolis Kellis
Deep Learning in the Life Sciences / Computational Systems Biology
Yale
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machine learning and single cell
Highly recommend with professional expression、way of thinking、practical exercises and skills
Edx
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bioinformatics and R
Books
- Practical data science with R
- Bioinformatics data skills
- 复杂数据统计方法——基于r的应用
Others
- Google python style guide
- Google R style guid
- Use github, stackoverflow, google
- Use git， jupyter lab, and vs code
- in jupyter lab, use command+shift+a to reformat r codes
- Recommended from Medbioinfo course
- Now you need to have a student account in the Applied bioinformatics course to get access to this page: https://canvas.instructure.com/courses/4439268/pages/the-ultimate-encyclopedia-of-helpful-web-resources?module_item_id=67241073
