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PATOG (پاتوق)

Awesome Curated Collection of Resources around Bioinformatics, Data Science, ML, etc.

The term "Patog" (more precisely, "Patogh") is a Persian word that means "gathering place" or "social hangout". PATOG is a central gathering place where individuals interested in bioinformatics, computational biology, data science, machine learning, and related fields can find valuable information and staying current with the latest advancements.

⚠️ PATOG is UNDER MAINTENANCE & UPDATES. Please prioritize creating issues over submitting pull requests during this process.

Don't know where to start?

Checkout PATOG Wiki for the Bioinformatics and Computational Biology Learning Roadmap!

Table of Contents

Prerequisites

Biology Fundamentals

Programming Fundamentals

Mathematics Fundamentals

Statistics andProbability Fundamentals

Project Management and Communication Skills

Case Studies and Practical Applications

Main Sections

Omics Data Analysis and Interpretation

Genomics

Transcriptomics

.... (needs to be completed)

Modeling and Simulation

Molecular Modeling and Dynamics

Integrated Platforms, Tools, and Technologies

SaaS Platforms

Specialized Topics

Artificial Intelligence

Additional Resources

YouTube Channels

Bioinformatics.ca is dedicated to creating and maintaining a skilled bioinformatics workforce through open content. Our workshops are recorded and posted here and our materials can be found at https://bioinformaticsdotca.github.io.

Really a good page!

Bioinformatics tutorials with a focus on next-generation sequencing analysis. Topics cover RNAseq, single-cell RNAseq, linux/shell usage, python, R, phylogenetics, alignments, and more.

Genomics, Transcriptomics, Linuc, etc.

a new page uploading bioinformatics videos(Suggested)

The channel is dedicated for developing skilled bioinformatics students and researchers. Our lectures and tutorials from interdisciplinary fields are recorded and uploaded here. The administrator and main instructor of this channel is a Professor of Bioinformatics in a renowned university of Pakistan.

Bioinformatics discussions and training videos.Hosted by Maria Nattestad.

a new page uploading bioinformatics videos

World-class geneticist, Lecturencer, ESPRIT Fanboy, and Associate Professor in Bioinformatics at Northumbria University. I live-stream my lectures (R programming & Bioinformatics) for MSc and PhD students on YouTube. I create educational streams about my work on genetics and multi-omics analysis using amongst others DNA and RNA sequencing techniques. Occasionally, you can find me playing games on my Twitch.tv channel.

a YouTube channel dedicated to promoting and propagating anything scientific about language in general and quantitative and assessment methods in particular.

Learn biopython with her + extra bioinformatics stuff!

"BIOINFORMATICA" is an initiative to provide quality videos on bioinformatics related topics for a better understanding of the students who are studying bioinformatics or those who want to join bioinformatics.

This channel aims to provide best possible information related to Bioinformatics and data science.

This Channels provides tutorials on bioinformatics and big data analysis. The content is suitable for both beginners and advanced learners.

Gene Expression Analysis

dedicated to all things Programming, Bioinformatics, Machine Learning and Open-Source Software.

Mostly Genomics

Genomics and Transcriptomics (Suggested)

The project aims to establish a X-omics research infrastructure across the Netherlands consisting of several existing facilities with various expertise’s related to molecular biology research (genomics, proteomics, metabolomics and data integration & analysis).

The IIHG is a statewide resource that promotes clinical care, research, and education in human genetics and is focused on bringing personalized genomic medicine to the state of Iowa.

Bioinformatics and R

Very useful videos about biochemistry and Bioinformatics (especcially MD and structural biology) [Thanks to Amir].

The Immune Epitope Database and Analysis Resource (IEDB) serves the scientific community as an online, freely available, one-stop resource to advance immunology research.

Hi, Dr. Sanket Bapat here, I make Bioinformatics video lectures and tutorials for students and everyone who is new to this field!

Our core technology is a research platform design to simplify processing, integration and mining of big biomedical data - especially molecular data like NGS, Mass-Spec and structural biology.

I am founder and CEO of the data analytics company, Bioinfo Solutions LLC, where I specialize in extracting wisdom out of a sea of information.

Selected playlists:

Persian Resources (بنمایگان پارسی)

a list of free courses about bioinformatics in persian. If you are at beginner level, consider learning first from: this and then this

This is the link for the playlists in TUMS Immuno Aparat Channel. Consider viewing the courses based on your need!

Learn structural biology with dear Milad for free!

Learn computational biology with me! (in progress)

GitHub Repositories

This is a solid path for those of you who want to complete a Bioinformatics course on your own time, for free, with courses from the best universities in the World.

a great curated collection series for many things...

Thanks to https://t.me/Genome_X/99 , here are three selected awsome repo for the field of Computational Biology and Bioinformatics:

A curated list of resources for learning bioinformatics.

A knowledge collection of databases, software and papers related to computational biology.

A curated list of awesome Bioinformatics software, resources, and libraries. Mostly command line based, and free or open-source.

A Curated resources for Data Visualization, Drawing & Publishing in R

_By Bioinformatics Training at the Harvard Chan Bioinformatics Core: hbctraining.github.io/main

Courses

MIT OCW / This course is an introduction to computational biology emphasizing the fundamentals of nucleic acid and protein sequence and structural analysis; it also includes an introduction to the analysis of complex biological systems. Topics covered in the course include principles and methods used for sequence alignment, motif finding, structural modeling, structure prediction and network modeling, as well as currently emerging research areas. 7.91J | Spring 2014 | Graduate

Books

Learn R programming for FREE:

This is the website for “Hands-On Programming with R”. This book will teach you how to program in R, with hands-on examples. He wrote it for non-programmers to provide a friendly introduction to the R language.

This is the website for the first edition of “R for Data Science”, published January 2017.

This is the website for the work-in-progress 2nd edition of “R for Data Science”. This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it and visualize.

This is the companion website for “Advanced R”, a book in Chapman & Hall’s R Series. The book is designed primarily for R users who want to improve their programming skills and understanding of the language.

This is the website for 2nd edition of “Advanced R”, a book in Chapman & Hall’s R Series. The book is designed primarily for R users who want to improve their programming skills and understanding of the language.

This is the on-line version of work-in-progress 3rd edition of “ggplot2: elegant graphics for data analysis” published by Springer.

This book is full of how-to recipes, each of which solves a specific problem. The recipe includes a quick introduction to the solution followed by a discussion that aims to unpack the solution and give you some insight into how it works. We know these recipes are useful and we know they work, because we use them ourselves.

This book serves as an introduction of text mining using the tidytext package and other tidy tools in R. The functions provided by the tidytext package are relatively simple; what is important are the possible applications. Thus, this book provides compelling examples of real text mining problems.

Papers

Joe G. Greener, Shaun M. Kandathil, Lewis Moffat & David T. Jones Nature Reviews Molecular Cell Biology volume 23, pages40–55 (2022)

Anders, S., Huber, W. Genome Biol 11, R106 (2010)

Meta analysis bioinformatics (integration datasets)

Vignettes and Websites

clusterProfiler is an R package that implements methods to analyze and visualize functional profiles of genomic coordinates (supported by ChIPseeker), gene and gene clusters

On this site, you will find tutorials written for various molecular dynamics programs. This site is still very much under construction, so please check back frequently for updates.

MOOC.org is an extension of edX.org, a leader in online courses. Whether you're interested in learning for yourself, leveraging online courses to educate your workforce, or creating a MOOC, edX can help.

R packages

Creates a volcano plot for DNA methylation or expression

Miscellaneous

As it says in the title!

Become a graphic designer as a biologist:

The scientific illustration channel for scientists

Ideas for your design + learn basic biology

This YouTube Channel is designed to provide students with a basic understanding of the concepts of human genetics and genomics, in preparation for later application in the context of human development and congenital and acquired disease.

They are dedicated to providing you with the highest quality and most up-to-date lectures in the fields of general biology, microbiology, immunology, pharmacology, bioinformatics, and other life sciences_

Just a postdoc trying to make biochemistry fun and accessible for all.

By NBIS - National Bioinformatics Infrastructure Sweden

Omics Data Analysis by Laurent Gatto

EBI , Functional genomics II, Common technologies and data analysis methods

Topic Based

Molecular Dynamics Simulation

Thanks to Amir

Thanks to Mohammad

NPTEL-NOC IITM

Biopython

A Good Playlist by Lana Dominkovic for biopython

I think this is a very useful file to learn and deepen your understanding of the subject. Obtained from: biopython.org

Feel free to contribute to this list by submitting a pull request or opening an issue with your suggestions More information at CONTRIBUTING.md

I hope this provide valuable resources for learning and staying up-to-date with the latest advancements in these fields. Happy learning!

PATOG by ArashBioinfo

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