Affiliate Disclosure

Scientist in Progress participates in affiliate marketing programs. This means that when you click on certain links on this site and make a purchase, I may earn a small commission — at no additional cost to you.

What this means in practice

Some posts contain links to products, courses, or services. When those links include an affiliate tracking code, any purchase you make through that link may result in a commission being paid to this site. This is how the site generates revenue and stays free for readers.

FTC compliance

In accordance with the Federal Trade Commission's guidelines for endorsements and testimonials, posts on this site that contain affiliate links are marked with an affiliate disclosure notice at the top of the post.

How this affects editorial decisions

The existence of an affiliate relationship does not influence editorial decisions. Tools, courses, and resources are recommended based on genuine usefulness and technical merit — not commission rate. If something has significant drawbacks, those drawbacks are disclosed clearly, regardless of whether the product pays a high or low commission.

Several of the most-referenced tools on this site pay no commission at all (e.g., open-source tools like Snakemake, Nextflow, GATK). They are recommended because they are the right tools for the job.

Affiliate programs

This site participates in the following affiliate programs, among others:

• Amazon Associates Program
• Coursera Affiliate Program
• DataCamp Affiliate Program
• Udemy Affiliate Program
• Teachable Affiliate Program
• ShareASale
• PartnerStack
• DigitalOcean Referral Program

Questions

If you have questions about this disclosure policy, please contact thescientistinprogress@gmail.com.