free-courses.md

Bioinformatics - Extra Resources

Free Courses

PH525.1x: Statistics and R for the Life Sciences

PH525.2x: Introduction to Linear Models and Matrix Algebra

PH525.3x: Statistical Inference and Modeling for High-throughput Experiments

PH525.4x: High-Dimensional Data Analysis

PH525.5x: Introduction to Bioconductor: annotation and analysis of genomes and genomic assays

PH525.6x: High-performance computing for reproducible genomics

PH525.7x: Case studies in functional genomics

Workshops and tutorials mostly:

• Data Carpentry

• OpenHelix

• BioStars

• GenomeSpace Recipes

• EMBL-EBI

• UC SantaCruz Training

• UC Davis Workshops

• InsideDNA Tutorials

• Stephen Turner's list

• Griffith's RNA-seq

• NCBI Tutorials

• Homolog.us Tutorials

• Broad Institute Medical and Population Genetics Primers

  Try searching keywords like bioinformatics, biology, genomic, genetic, data analysis, data science, computer science, life science... in these websites:

• Coursera

• edX

• MIT

• eBiomics

• Khan Academy

• Udemy

Coding Courses and Tutorials

• Code Academy
• Software Carpentry
• Code Snipcademy
• Udacity
• FreeCodeCamp
• Python
  • Matplotlib - Plotting
  • Seaborn - Plotting
  • Pandas - Data Analysis
  • Machine Learning - Library
  • HTSeq - Library
• R
  • Quick-R
  • Swirl
  • ggplot2
  • R & NGS
  • Bioconductor Lib
  • RSeek Lib Search
• Data Analysis Pipelines
  • GNU Make
    • Dave Tang
    • Stat545
    • ZMJones
  • NextFlow
  • SnakeMake