Eric J Ma's Website

Data Science Design Manual

written by Eric J. Ma on 2020-06-02 | tags: data science ebooks


During this extraordinary COVID-19 time, Springer did an extraordinary thing that I never expected: They released a whole bucketload of books for free online! One of them caught my eye: "The Data Science Design Manual". Having browsed through the book PDF, I'm impressed by its coverage of the foundational topics that I think every data scientist should be equipped with: statistical inference, data wrangling, linear algebra, and machine learning. The author, Steven Skiena, also covers more in there.

Go grab the PDF while it's still free!


I send out a newsletter with tips and tools for data scientists. Come check it out at Substack.

If you would like to sponsor the coffee that goes into making my posts, please consider GitHub Sponsors!

Finally, I do free 30-minute GenAI strategy calls for organizations who are seeking guidance on how to best leverage this technology. Consider booking a call on Calendly if you're interested!