Figure One Lab Course Update: Easy Code Environment Setup
Last week I made a commitment to build a course to help biologists pick up computational skills less painfully. So I thought I would give periodic updates on how that's coming along.
One of the main obstacles for biologists who are completely new to data analysis in R/Python is actually setting up the coding environment. It's quite common to run into package incompatibility issues, R/Python version conflicts, etc., and before you know it, you've already spent a week troubleshooting these issues. You haven't even touched any data yet.
I am now working on a downloadable ZIP file that contains everything students need to setup their R code environment. Students can just:
These steps should allow students to get the exact R setup that I have in a matter of minutes. This should circumvent many of the usual hiccups that new learners run into when figuring out their coding environment.
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I will also provide visual aids/screenshots along the way so that students can double-check that they are following these directions correctly.
Critics may say that setting up the coding environment is an important part of being a fully proficient computational biologist. I completely agree. But I also think that this should not be the first thing people learn. Too many eager learners would get stuck at this step otherwise. Learners have a finite amount of willpower to pick up new computational skills, and I want to be strategic in how I spend that finite resource. Let's learn the actual computational biology analyses first, experience the joy in learning them, then we can always cover good coding practices at a later time.
That's all I have for now! More updates to come.
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Aging research meets bioinformatics
3 个月Chinna Susan Philip Maarja Laos
Researcher in biology, mitochondrial physiology, animal stress physiology, and molecular biology | Interested in biodata analysis and bioinformatics | Experienced in academic writing
3 个月Thank you for this. Eagerly looking forward to the zip file
Creative mind | Team Leader | Discovery Biologist
3 个月Thank you! This is very helpful.
CEO & Co-Founder at Mantle | YC23 | GRAIL | MIT
3 个月What are your thoughts on learning in web based tools like Colab? Is there a good equivalent for R?
Genomics Solutions Architect ? Research Scientist ? Bioinformatics Instructor ? Mentorship, Sci-Comm & STEM Careers
3 个月Lowering the barrier to learning and value. I like this.