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Show HN: An Open-Source Data Science Curriculum

github.com Books & learning Courses & lectures AI & data Candidate
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Page preview · captured 2026-07-20

Resurfaced independently across 3 calendar years, with breakout response in 2 of them.

submissions
5
submitters
5
observed span
2013–2016
peak thread · 43 comments
135 pts
latest 20+ return · 2016-09-10
125 pts

Submission timeline

2007–2026

One slot for every year since HN launched. Height is that year's peak points; orange marks a 100+ point or 50+ comment breakout. Select a bar to open its strongest thread.

First comments on top threads

HN comment order

Well done! As a data scientist, I can say that your curriculum is spot on. And I also think you're taking the right approach building/hacking/doing rather than going to an institution. This stuff is so new that I find myself spending 5-10% of my time just trying to stay up on the latest tech. One thing I would add though, data science is really 3 things usually: business knowledge, hacking and lastly stats/machine learning. The stats piece is shockingly easy…

I don't like this curriculum very much - I think it is way too heavy on the data engineering side and way, way too little about the actual mechanics of the data science bit. For example, the words "validation" (as in cross validation) and "overfitting" aren't mentioned anywhere on that page, and yet things like data scraping are mentioned multiple times. With all due respect, I can find lots of people to do scraping, but it is much harder to…

nl·125-point thread·

The first top-level comment from each of the four biggest threads, in HN’s own order. Excerpts are shortened; open a comment for full context.

Breakout years
2

100+ points or 50+ comments

Total points
271

reference only — not used in Hall rules or ranking

Total comments
64

reference only — not used in Hall rules or ranking

Every submission

DateTitle as submittedByPointsComments
2013-12-27Datasciencemasters/goimwilsonxu50
2014-01-16Show HN: An Open-Source Data Science CurriculumFirst breakout · Best threadcoderjack13543
2014-08-07The Open Source Data Science Mastersauvi40
2016-08-16The Open-Source Data Science Masterstomrod20
2016-09-10The Open Source Data Science MastersLatest 20+ point returnolalonde12521