Hi There, I always received questions like “Could you please help me to learn Bioinformatics?” and since this is a general question and you need to specify more which topics you would like to learn so I decided to make this repo and I will update it continuously as I found more resources and materials. I always prefer to point out to English materials as I think they are more professionals and educated but I will mention some materials that I really like in Arabic too. All materials that I mentioned here depends on my personal preferences so it may taste differently to the others .
| Materials & Resources | Links |
|---|---|
| Genomic Data Science Specialization | |
| Ben Langmead YouTube Playlists on Algorithms for DNA Sequencing, Indexing, Sketching and random data structures |
|
| Applied Computational Genomics Course by Aaron Quinlan | |
| MIT Deep Learning Genomics by Manolis Kellis | |
| Introduction to Bioinformatics and Computational Biology by Xiaole Shirley Liu | |
| The Canadian Bioinformatics Workshops | |
| Bioinformatics Coach Channel | |
| C. Titus Brown Blog, Lab Training, Twitter account | |
| Micheal Schatz Github Repo | |
| Shomu's Bioinformatics with practical (SBWP) (for basics) | |
| Bioinformatics Data Skills: Reproducible and Robust Research with Open Source Tools by Vince Buffalo |
|
| Bioinformatics: A Practical Guide to the Analysis of Genes and Proteins by Andreas D. Baxevanis, Gary D. Bader, and David S. Wishart |
|
| Biostar Handbook | |
| Arabic Materials | |
| Galaxy Training | |
| Telegram Channel for Mansoura University Medical Informatics Students | |
| Bioinformatics by Open Source Society University | |
| strand-ngs.com | |
| Introduction to bioinformatics for RNA sequence analysis | |
| Informatics for RNA-seq: A web resource for analysis on the cloud | |
| GaBI Academy: GaBI edX talks/playlists | |
| Learn SeqAn : an open source C++ library of efficient algorithms and data structures | |
| learning vcf file | |
| Notes on Some Projects Analysis: Assembly, Virant Calling, Metagenomics, and Gene Expresstion | |
| E-book by NYU Center For Genomics and Systems Biology (NGS Resources) | |
| Metagenomics Wiki | |
| Statistical Rethinking | |
| Best practices for bulk and single cell RNA-seq data analysis | |
| Bitesize Bioiniformatics | |
| Michael Edwards Playlists of Bioinformatics | |
| Online Tutorials and Webinar Library by EMBL-EBI Training | |
| Computational Genomics with R | |
| Computational Genomics Tutorial: Massey University course | |
| Chipster Tutorials: Single cell RNA-seq, Variant Calling, Microbial Community Analysis | |
| The National Library of Medicine playlists: The NCBI Minute Webinars | |
| Bioinformatics Course at SLU by the SGBC | |
| NGSeminars by NGSchool | |
| Bioinformatics Core by Cancer Research UK Cambridge Institute | |
| Bioinformagician Channel | |
| UCLA QCBio Collaboratory Channel | |
| Bioinformatics for Plant and Animal sciences | |
| Danny Arends Youtube Channel | |
| Bioinformatics for Biologists 2021 | |
| video materials for the courses teached by Prof. Nathaniel Jue at California State University | |
| Modern Statistics for Modern Biology | |
| Statistics for heterogeneous biological data | |
| BIOINFORMATICS 1 by The University of Edinburg in UK | |
| BIOINFORMATICS 2 by The University of Edinburg in UK | |
| Biostatsquid: clear explanations and hands-on tutorials for analysing and interpreting biological data. | |
| Exploratory analysis of transcriptomics data in R. | |
| TileStats: courses in statistics and systems biology at the University of Skövde, Sweden by Prof. Andreas Tilevik. | |