- We focus on the backbone of data science: data.
- We use the Julia programming language to process the data.
- Data Manipulation with (Chapter ) and (Chapter 5). In these chapters you will learn how to:
- Read CSV and Excel data into Julia.
- Process data in Julia, that is, learn how to answer data questions.
- Handle missing data.
- Join multiple data sources together.
- Group and summarize data.
- Export data out of Julia to CSV and Excel files.
- Data Visualization with (Chapter ). In this chapter you will learn how to:
- Plot data with different backends.
- Use different plotting functions to make diverse data visualizations.
- Customize visualizations with attributes.
- Use and create new plotting themes.
- Add \(\LaTeX\) elements to plots.
- Manipulate color and palettes.
- Create complex figure layouts.