Julia for Data Analysis

Appendix C Julia packages for data science

After reading this book, you have a solid foundation for performing data analysis with Julia. However, knowledge of Base Julia and the selected packages that we used will likely not be enough for real-life applications. Therefore, this appendix reviews the Julia package ecosystem that you will find useful in your data science work.

In data science projects, apart from simple data ingestion and analysis tasks that we focused on in this book, you typically encounter challenges related to scaling of your computations, working with various data sources and formats, or building advanced machine learning models. All these topics are essential for data scientists, who not only want to perform simple data analysis, ...