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Statistics for Data Science

An open source book.

NOTE: The content format (text book) is deprecated and no more content will be added. All content will be migrated to a blog format link

Link to last PDF available

Book Versions

In order to allow online references (in forums, blogs, etc) all pdf releases have a version attached. It have tried to follow a meaningful versioning, like in software.

Software Versioning Book Versioning Meaning
Major Changes Release Changes A completely restructure of the content. Adding grammar explanatory to the new content.
Minor Changes New Content New content in 'raw' without attending integration with the others chapters. Also new figures or examples.
Bug Fixes Typos Fixes Typos and grammar rewriting.

So, if you want to access the last reviewed content of the book, you have to check a version like x.0.x. Otherwise, if you want the last available content and you dont care about incongruences in the whole book structure, download a version like x.x.x

Build the book in local

In order to avoid latex installation, the book build can be performed running bash scripts/build/build_local.sh in your terminal. The only requisite is to have an internet connection and docker installed in your machine.