[RealPython] - Path - Data Visualization With Python

Data Visualization With Python​

Learning Path ⋅ Skills: NumPy, Matplotlib, Bokeh, Seaborn, pandas


In this learning path, you’ll see how you can use Python to turn your data into clear and useful visualizations so that you can share your findings more effectively.

Learning Path ⋅ 6 Resources​

Course

Python Histogram Plotting: NumPy, Matplotlib, Pandas & Seaborn​

Learn how to make production-quality, presentation-ready Python histogram plots with a range of choices and features. It's your one-stop shop for constructing and manipulating histograms with Python's scientific stack.




Course

Plot With Pandas: Python Data Visualization Basics​

Get to know the basic plotting possibilities that Python provides in the popular data analysis library pandas. You'll learn about the different kinds of plots that pandas offers, how to use them for data exploration, and which types of plots are best for certain use cases.




Course

Python Plotting With Matplotlib​

Learn about plotting in Python with Matplotlib by looking at the theory and following along with practical examples in this beginner-friendly course.




Course

Interactive Data Visualization in Python With Bokeh​

Get you up and running with Bokeh, using examples and a real-world dataset. You'll learn how to visualize your data, customize and organize your visualizations, and add interactivity.





Course

Graph Your Data With Python and ggplot​

Learn how to use ggplot in Python to build data visualizations with plotnine. You'll discover what a grammar of graphics is and how it can help you create plots in a very concise and consistent way.




Tutorial

Develop Data Visualization Interfaces in Python With Dash​

Learn how to build a dashboard using Python and Dash. Dash is a framework for building data visualization interfaces. It helps data scientists build fully interactive web applications quickly.