An Open-Source Data Science Curriculum

In plain words

An Open-Source Data Science Curriculum is a freely available educational resource for learning data science, hosted on GitHub. It serves students and professionals seeking structured guidance in data science fundamentals and practices. The curriculum stands out by being community-driven and open-source, allowing contributors to improve and expand the material collaboratively.

written from the facts on this page · September 2026

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  Dataquest2019 · dataquest.io · ▲139

  Online data science and programming training

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  Data Engineering Book – An open source, community-driven guideFeb 2026 · github.com · ▲251

  Hi HN! I'm currently a Master's student at USTC (University of Science and Technology of China). I've been diving deep into Data Engineering, especially in the context of Large Language Models (LLMs). The Problem: I found that learning resources for modern data engineering are often fragmented and scattered across hundreds of medium articles or disjointed tutorials. It's hard to piece everything together into a coherent system. The Solution: I decided to open-source my learning notes and build them into a structured book. My goal is to help developers fast-track their learning curve. Key…

• 1G
  1000 GitHub Data Science projects, now executable in 1 click2020 · cloud.blobcity.com · ▲125
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  DataPen.io2023 · datapen.io · ▲118

  A curation of free data science resources

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  Intro to Python and Programming for non-CS majors2020 · github.com · ▲211

  An intro to Python & programming for wanna-be data scientists - webartifex/intro-to-python

• SP
  Self-Published Book – “Data Science in Production”2020 · ▲172

  Hi HN, Over the past 6 months I've been working on a technical book focused on helping aspiring data scientists to get hands-on experience with cloud computing environments using the Python ecosystem. The book is targeted at readers already familiar with libraries such as Pandas and scikit-learn that are looking to build out a portfolio of applied projects. To author the book, I used the Leanpub platform to provide drafts of the text as I completed each chapter. To typeset the book, I used the R bookdown package by Yihui Xie to translate my markdown into a PDF format. I also used Google docs…

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  /dev/null▲482

  a social network for devs

  Dev tools · 2d ago · dev-null.sh

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  Whiteboard (YC W26) – an open-source IDE for thoughtful software design▲423

  open-source IDE for thoughtful software design. Contribute to devdotfast/whiteboard development by creating an account on GitHub.

  Dev tools · 27d ago · github.com

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  Reladraw – A diagram language where you decide where to place things▲411

  Contribute to reladraw/reladraw development by creating an account on GitHub.

  Dev tools · 25d ago · github.com

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  OpenBot▲362

  Grok Bot alternative: free, local, open-source, multiplayer

  Dev tools · 22d ago · openbot.run

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  Talanoa▲343

  Hi HN, I’m a fullstack developer, and honestly, I’ve lost count of how many side projects I’ve worked on over the years. But one idea kept coming back to me: a different kind of email client. It first came to me in 2014: “What if we could handle emails more like conversations?” Every year, I’d revisit this concept in my “Build Notes.” Ten years later, no one had built exactly what I had in mind — so I finally decided to do it myself. That’s how Talanoa was born. I wanted something focused on people, not timelines. I was tired of marking messages as unread just to remember to reply later, or…

  Dev tools · 20d ago · talanoa.email

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  CoreSpeed▲332

  One MCP for everything your agents need: apps, memory, tools

  Dev tools · 28d ago · corespeed.io

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  f.lux▲1,353

  Adjusts your computer's display to adapt to the time of day

  Life & fun · 2014 · justgetflux.com

• KN
  Kimono – Never write a web scraper again▲717

  Life & fun · 2014 · kimonify.kimonolabs.com

• IO
  I open-sourced my web app alternative to Illustrator▲644

  Life & fun · 2014 · mondrian.io

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  Streak▲363

  CRM in your inbox - for Gmail

  Growth · 2014 · streak.com

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  Product Hunt – Hacker News for Products▲360

  Product Hunt is a curation of the best new products, every day. Discover the latest mobile apps, websites, and technology products that everyone's talking about.

  Life & fun · 2014 · producthunt.co

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  Customer.io▲358

  Send email based on what people do (or don't do) in your app

  Life & fun · 2014 · customer.io