2018 - Bioinformatics Tutorial - Advanced (2018)
  • Bioinformatics Tutorial - Advanced (2018)
  • Getting Startted
  • PART I Basic Skills
    • Introduction of PART I
    • 1.Setup
    • 2.Linux
    • 3.Bash and Github
    • 4.R
    • 5.Python
    • 6.Perl
    • Conclusion of PART I
  • PART II. Basic Bioinfo Analyses
    • Introduction of PART II
    • 1.Mapping, Annotation and QC
    • 2.Expression Matrix
    • 3.Differential Expression
    • Midterm Conclusion
    • 4.Normalization
    • 5.Control Data
    • 6.Motif and Structure
  • PART III. Advanced Bioinfo Analyses
    • Introduction of PART III
    • 1.Machine Learning
    • 2.Feature Selection
    • 3.Deep Learning
  • Appendix
    • Appendix I. Keep Learning
    • Appendix II. Docker Manual
    • Appendix III. Mapping Protocol
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  • Contributors
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Bioinformatics Tutorial - Advanced (2018)

Copyright © 2018 Lu Lab

Teaching Philosophy

Study and Practice 格物致知 知行合一

We teach professional skills in bioinformatics. These skills are not just running software. They will give you freedom of exploring various real data.

Contributors

Yang Li, Binbin Shi, Xupeng Chen, Siqi Wang, Jingyi Cao, Zhiyu Xu and Zhi J. Lu*

*Corresponding to Zhi J. Lu

Join Us

  • Lu Lab 鲁 志 实验室

  • School of Life Sciences, Tsinghua University, Beijing, China

  • e-mai: lulab AT biomed.tsinghua.edu.cn

  • Hompage: http://bioinfo.life.tsinghua.edu.cn

  • Github: http://lulab.github.io

  • Books: https://lulab.gitbook.io; https://lulab2.gitbook.io

  • Software: http://software.ncrnalab.org

Copyright

http://www.apache.org/licenses/LICENSE-2.0

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