Self-Published Book – “Data Science in Production”
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…
Self-Published Book – “Data Science in Production” launched on January 4, 2020 with 172 votes, #139 of 3,486 launches that month and more than 95% of that year's launches.
In plain words
Data Science in Production" is a self-published technical book that teaches aspiring data scientists how to build applied projects using Python, Pandas, and scikit-learn in cloud computing environments. Targeted at readers with foundational knowledge of these libraries, the book provides hands-on experience for portfolio development. The author used Leanpub for drafting, R bookdown for typesetting, and explored various marketing and user acquisition strategies commonly used in mobile gaming to promote the work.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
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…
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