- eBook:Practical Python Data Visualization: A Fast Track Approach To Learning Data Visualization With Python
- Author:Ashwin Pajankar
- Edition:1 edition
- Data:November 30, 2020
- Pages:175 pages
- Format:PDF, ePUB
You’ll begin by installing Python 3, see how to work in Jupyter notebook, and explore Leather, Python’s popular data visualization charting library. You’ll also be introduced to the scientific Python 3 ecosystem and work with the basics of NumPy, an integral part of that ecosystem. Later chapters are focused on various NumPy routines along with getting started with Scientific Data visualization using matplotlib. You’ll review the visualization of 3D data using graphs and networks and finish up by looking at data visualization with Pandas, including the visualization of COVID-19 data sets.
The code examples are tested on popular platforms like Ubuntu, Windows, and Raspberry Pi OS. With Practical Python Data Visualization you’ll master the core concepts of data visualization with Pandas and the Jupyter notebook interface.
What You'll Learn
- Review practical aspects of Python Data Visualization with programming-friendly abstractions
- Install Python 3 and Jupyter on multiple platforms including Windows, Raspberry Pi, and Ubuntu
- Visualize COVID-19 data sets with Pandas
Data Science enthusiasts and professionals, Business analysts and managers, software engineers, data engineers.
Chapter 2: Exploring Jupyter Notebook
Chapter 3: Data Visualization with Leather
Chapter 4: Scientific Python Ecosystem and NumPy
Chapter 5: Data Visualization with NumPy and Matplotlib
Chapter 6: Visualizing Images and 3D Shapes
Chapter 7: Visualizing Graphs and Networks
Chapter 8: Getting Started with Pandas
Chapter 9: Working with COVID-19 Data