Arash

Prerequisites

Biology Fundamentals

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Programming Fundamentals

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Mathematics Fundamentals

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Statistics and Probability Fundamentals

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Project Management and Communication Skills

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Case Studies and Practical Applications

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Main Sections

Omics Data Analysis and Interpretation

Genomics

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Transcriptomics

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Modeling and Simulation

Molecular Modeling and Dynamics

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Integrated Platforms, Tools, and Technologies

SaaS Platforms

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Specialized Topics

Artificial Intelligence

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Additional Resources

YouTube Channels

• Bioinformatics DotCa

  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.

• Pine Biotech

  Really a good page!

• Sanbomics

  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.

• Stat Genetics

  Genomics, Transcriptomics, Linux, etc.

• Bioinformagician

  A new page uploading bioinformatics videos (Suggested)

Selected playlists:

• Bioinformatics for precision medicine 2020
• Biochemistry bootcamp
• Epigenetics explained
• Popular Programming Courses by freecodecamp

Persian Resources (بنمایگان پارسی)

• Bioinformatics with Dr. Ali Sharifi-Zarchi

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

• Bioinformatics with Dr. Farshid Noorbakhsh

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

• Bioskill with Dr. Milad Ghafoori

  Learn structural biology with dear Milad for free!

• ELMIUM with Arash

  Learn computational biology with me! (in progress)

GitHub Repositories

• Open Source Society University_Bioinformatics

  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.

• Awesome Series

  A great curated collection series for many things...

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

• openbiox-awosome-bioinformatics

  A curated list of resources for learning bioinformatics.

• inoue0426-awesome-computational-biology

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

• danielecook-awosome-bioinformatics

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

Topic Based

Molecular Dynamics Simulation

• A Good Playlist on YouTube (Learn-at-ease)

  Thanks to Amir

• MDTutorials

  Thanks to Mohammad

Biopython

• YouTube playlist

  A Good Playlist by Lana Dominkovic for biopython

• Biopython Tutorial PDF

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