Comprehensive Bioinformatics Learning Resources

❓How to learn bioinformatics
https://jlboat.github.io/how-to-learn-bioinformatics.html

👨🏻‍💻Bioinformatics Computing
🎞Fall 2021 Recorded lectures + Slides from Edwards Lab in Georgetown University.
💥This course provides a hands-on introduction to programming for bioinformatics using the scripting language Python.
https://edwardslab.bmcb.georgetown.edu/teaching/binf524/2021/

📽 Introductory Clinical Bioinformatics
https://www.youtube.com/watch?v=B-Gr1jM55ww

👩‍🏫 Bioinformatics course 2023 materials
💥University of California San Diego
https://bioboot.github.io/bggn213_F23/

👨‍🎓Free self-taught 4 year Curriculum of 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. 🌐 Start at Open Source Society University: https://github.com/ossu/bioinformatics

🏛Bioinformatics Course Lectures
💥17 recorded sessions from the California State University, Monterey Bay course BIO410/510 Bioinformatics.
🗓Publish date: September, 2021
https://www.youtube.com/playlist?list=PL17NIL2mko8mOPN9W0e4LOjJ2Dkome7ZH

❓What language should I learn for Bioinformatics? R or Python?
https://www.youtube.com/watch?v=vNH3HejAwSE

🎬Python Introductory Course for Bioinformaticians – 2023
💥Recorded webinar from NIH Center for Cancer Research
https://bioinformatics.ccr.cancer.gov/docs/pies-2023/

🎞Bioinformatics with R & Linux
💥Full course with 25 session from Michael W. Vandewege (North Carolina State University)
https://www.youtube.com/playlist?list=PLYnXcxXAJRzScqIPNXaDs-QCQq4tlI_k_

📚Programming for Biology
💥Online course with full materials
👉🏻 Website: http://programmingforbiology.org
🖇 Associate Github including all course materials: https://github.com/prog4biol/pfb2019

📽 A quick practical introduction to NCBI’s Bioinformatics Tools and Databases
https://www.youtube.com/watch?v=QLcmEqBayr0
https://guides.hsl.virginia.edu/c.php?g=848889&p=6071930

🧑‍🏫Bioinformatics Basic Course
https://www.youtube.com/playlist?list=PLb0WW0k29aHpv7kYEjLxxX8DEL7p9aBHa

👨‍🏫 Introduction to Systems biology
💥 Recorded course from Weizmann Institute of Science
https://www.youtube.com/playlist?list=PLLbr-B8cNbo6v4kc68JowzUeAYdh6gdQH

🗄Cancer Analysis recorded workshop
Some sessions:

🤖ChatGPT for Bioinformaticians
https://www.youtube.com/watch?v=Kxy_G7CtRPY

🎬Transitioning Into Bioinformatics As A Bio Student
https://www.youtube.com/watch?v=XNlD5BAMG34

📹Gene Set Enrichment Analysis (+ R tutorial)
https://www.youtube.com/watch?v=B7F7a9NcGS0

📚Resources for mastering NGS analysis
💥Free online ebook from NYU Center For Genomics and Systems Biology, Including videos, codes, …
https://learn.gencore.bio.nyu.edu/

👨‍🏫 Analysis of single cell RNA-seq data
💥Free online course from Sanger Institute
https://www.singlecellcourse.org/index.html

🎞 Single-cell RNA sequencing data analysis
💥Dr. Mary Yang from University of Arkansas
https://www.youtube.com/watch?v=RxpbLlBKcEI

📚 A Useful Bioinformatics Github
💥Quick start guides for bioinformatics programs, with video demonstrations and scripts💥
👉🏻 Examples Include:
▫️SNP analysis
▫️RNA-seq analysis
▫️Detecting orthologs between genomes
https://github.com/rnnh/bioinfo-notebook

📽 RNASeq Analysis
https://www.youtube.com/watch?v=gZ81PE1TW1c
https://bioinfo-dirty-jobs.github.io/rana2//

🎥 Drug repurposing: from large-scale biological data to therapeutics
💥Recorded Webinar, 2022
https://tv.qiagenbioinformatics.com/video/76621840/drug-repurposing-from-large-scale

🎬Molecular Dynamics: A detailed Overview
https://www.youtube.com/watch?v=dlOmMBI92EY

🎞 R for Biologists
💥Fully recorder and documented Beginner Bootcamp
https://www.youtube.com/playlist?list=PLzUUgqvtVUt7AHh5L5-iBYp8mjKAPOI0U

📹 An introduction to DNA Sequencing
https://www.youtube.com/watch?v=XOilMYsUin8&list=PL-_gg7O4EMWbFLTdqr501tjNJ1xq43BqA

🎞 Machine Learning in Bioinformatics workshop
💥 Recorded videos from the Canadian Bioinformatics Workshops
🗓 August 16-17, 2023
https://www.youtube.com/playlist?list=PL3izGL6oi0S_Qkdpo7agCXWeWxQwmjvKg

📽 Deep Learning for Life Sciences – fundamentals and applications
💥Recorded Seminar from Swiss Institute of Bioinformatics
🗓 Nov 6, 2023
https://www.youtube.com/watch?v=VXNyeBZGbUM

🎬How to develop models for cancer using Convolution Neural Networks
https://www.youtube.com/watch?v=7MceDfpnP8k

👨🏻‍💻Deep Learning for Network Biology
💥Free online tutorial from Stanford University
http://snap.stanford.edu/deepnetbio-ismb/

👨🏻‍💻Online Course:
Computational Systems Biology: Deep Learning in Life Sciences
🧾Includes: Course materials, Lecture videos and slides, supplementary files and tutorials.
🌐https://mit6874.github.io/

👨‍🏫 Free Online Course:
Artificial Intelligence in Bioinformatics
https://www.futurelearn.com/courses/artificial-intelligence-in-bioinformatics?utm_campaign=Courses+feed&utm_medium=courses-feed&utm_source=courses-feed&utm_source=rakutenmarketing&utm_medium=affiliate&utm_campaign=fl_3347507:Class+Central&utm_content=10:1&utm_term=USNetwork&ranMID=44015&ranEAID=SAyYsTvLiGQ&ranSiteID=SAyYsTvLiGQ-qvnP9fJNFJSFLrWYJvVAxA

📖Online practical book
An Introduction to Applied Bioinformatics
https://readiab.org/introduction.html

📚Free online book:
Workshop in Applied Bioinformatics using R and Python
https://corytophanes.github.io/BIO_BIT_Bioinformatics_209/

📹 Metagenomics Analysis
💥Recorded workshop from UCLA QCBio Collaboratory.
Materials: https://drive.google.com/drive/folders/1Dj6oxTlIer7ps6X651xIMmrTlqqSaBNl
Videos:
Day 1: https://www.youtube.com/watch?v=m8cU7f8s-Ac&list=PLOXLw2he7kYpET_tQK7wdEw739Lgz-HAf
Day 2: https://www.youtube.com/watch?v=omU0KO0r4XM&list=PLOXLw2he7kYpET_tQK7wdEw739Lgz-HAf&index=2
Day 3: https://www.youtube.com/watch?v=nq0IqS9AXk8&list=PLOXLw2he7kYpET_tQK7wdEw739Lgz-HAf&index=3

🎞 Mathematical Modeling of Cell Signaling
Day 1: https://www.youtube.com/watch?v=GuKZF2sMK7U&list=PLOXLw2he7kYoY8Z3cNJvSpj4ud6x11FY5
Day 2: https://www.youtube.com/watch?v=Zrn8adkKang&list=PLOXLw2he7kYoY8Z3cNJvSpj4ud6x11FY5&index=3
Day 3: https://www.youtube.com/watch?v=sKglQn7WO7c&list=PLOXLw2he7kYoY8Z3cNJvSpj4ud6x11FY5&index=4
📦 Course materials
https://drive.google.com/drive/folders/1kNP-wW8-7ahImW6RbxHoQMOFacEzv-Gi

🎞 Free online course
💥Gene Expression Analysis (Step by Step)
https://www.udemy.com/course/geneexpression/

👨‍🏫Applied Computational Genomics Course
💥Utah University Full archive Spring 2020

https://github.com/quinlan-lab/applied-computational-genomics

🎞Introduction to Glycoinformatics
💥Free online recent course
Part 1: https://www.youtube.com/watch?v=oIknaxr1LlY
Part 2: https://www.youtube.com/watch?v=L9Zn-ji4RYY
Part 3: https://www.youtube.com/watch?v=jEwsLmxaZsg
Part 4: https://www.youtube.com/watch?v=5VdXKPOyTE4&t=15s

👨‍🏫Introduction to Biomedical Data Science and Health Informatics
💥Yale University Full archive July 2020
https://ycmi.github.io/summer-course-2020/

📝A Cloud-Based Tutorial
Combining Bioinformatics Software, Interactive Coding, and Visualization Exercises for Distance Learning on Structural Bioinformatics.
Following a cloud-based approach, we migrated the practical activities of a course on molecular modeling and simulation into the Google Colaboratory environment resulting in 12 tutorials that introduce students to topics such as phylogenetic analysis, molecular modeling, molecular docking, several flavors of molecular dynamics, and coevolutionary analysis.
🌐 Read the main article: https://pubs.acs.org/doi/pdf/10.1021/acs.jchemed.1c00022
🧑‍💻 All tutorials are freely available at:
https://github.com/pb3lab/ibm3202

🧾Midterm and Final Exam Questions of a Bioinformatics Course
Dr. Brian Fristensky’s 10 years archive
https://home.cc.umanitoba.ca/~frist/PLNT7690/exams/exams.html

For more resources, join Bioinformatics Channel on Telegram: https://t.me/Bioinformatics

Author: Heze-Sapience International

Heze-Sapience International is a knowledge-base for skills acquisition in applied bioinformatics and life business View all posts by Heze-Sapience International

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Author: Heze-Sapience International