BioSkills Lab â€” Learn Bioinformatics Free

BioSkills Lab

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Foundations

1. What is Bioinformatics? 2. Setting Up Your Environment 3. Unix Fundamentals 4. Advanced Shell & Scripting 5. Version Control with Git

Programming

6. Python for Bioinformatics 7. R & Bioconductor

Data & Formats

8. Biological Databases 9. Sequence Formats & QC 10. Sequence Alignment 11. Genomic Ranges & BEDTools

Analysis

12. RNA-Seq Analysis 13. Variant Calling 14. Reproducibility & Pipelines

Projects

Project 1: Mystery Microbe Project 2: RNA-Seq Project 3: Variant Calling Project 4: Single-Cell RNA-Seq

Certificate

Final Exam & Certificate Verify Certificate

Resources

Resource Library Glossary Cheat Sheets

Foundations

S1. Why Statistics? S2. Sample to Population S3. Distributions S4. Confidence Intervals

Testing & Models

S5. P-Values S6. Significance S7. Multiple Testing S8. t-tests S9. ANOVA S10. Regression S11. GLMs

Machine Learning

S12. Classification S13. PCA & Clustering

Practice

S14. Experimental Design S15. Statistical Traps

Project

Project: RNA-Seq Statistics

Certificate

Final Exam & Certificate

Resources

Statistics Resources Stats Glossary

Coming Soon

Course under development

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