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Julia for Data Science

This might eventually turn into a book, who knows. For now it is a work in progress that might be useful to some.

This book will not teach you about all the packages in the julia data ecosystem. The book describes a particular way to do data science with julia. That approach is based on a family of packages that follow a common philosophy and are tightly integrated with each other. While this makes for a coherent and simple story, it does mean that there is a risk that you are missing out on some great features in other packages if you blindly follow the advice in this book. I try to mitigate this with a section at the end of each chapter that points you towards alternative packages that you can use to achieve similar outcomes as described in that chapter.

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. To view a copy of this license, visit