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 |
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Genomic Data Science Specialization | |
Ben Langmead YouTube Playlists on Algorithms for DNA Sequencing, Indexing, Sketching and random data structures |
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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 |
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Bioinformatics: A Practical Guide to the Analysis of Genes and Proteins by Andreas D. Baxevanis, Gary D. Bader, and David S. Wishart |
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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. | |
A hands-on introduction to the computer-based analysis of genomic and biomolecular data from the Division of Biological Sciences, UCSD. | |