Hands on matplotlib : learn plotting and visualizations with Python 3 Learn the core aspects of NumPy Matplotlib and Pandas and use them to write programs with Python 3. This book focuses heavily on various data visualization techniques and will help you acquire expert level knowledge of working with Matplotlib a MATLAB style plotting library for Python programming language that provides an object oriented API for embedding plots into applications. Youll begin with an introduction to Python 3 and the scientific Python ecosystem. Next youll explore NumPy and ndarray data structures creation routines and data visualization. Youll examine useful concepts related to style sheets legends and layouts followed by line bar and scatter plots. Chapters then cover recipes of histograms contours streamplots and heatmaps and how to visualize images and audio with pie and polar charts. Moving forward youll learn how to visualize with pcolor pcolormesh and colorbar and how to visualize in 3D in Matplotlib create simple animations and embed Matplotlib with different frameworks. The concluding chapters cover how to visualize data with Pandas and Matplotlib Seaborn and how to work with the real life data and visualize it. After reading Hands on Matplotlib youll be proficient with Matplotlib and able to comfortably work with ndarrays in NumPy and data frames in Pandas. You will: Understand Data Visualization and Python using Matplotlib Review the fundamental data structures in NumPy and Pandas Work with 3D plotting visualizations and animations Visualize images and audio data. Chapter 1: Getting Started with Python and Jupyter Notebook Chapter 2: Getting Started with NumPy Chapter 3 :NumPy Routines and Getting started with Matplotlib Chapter 4 : Revisiting Matplotlib Visualizations Chapter 5 : Styles and Layouts Chapter 6 : Line Bar and Scatter Plots Chapter 7 : Line Bar and Scatter Plots Chapter 8 :Image and Audio Visualization Chapter 9 : Pie and Polar Charts Chapter 10 : PColor Pcolormesh and Colorbar Chapter 11 : 3D Visualizations in Matplotlib Chapter 12 : Animations with Matplotlib Chapter 13 : More Recipes of Visualizations with Matplotlib Chapter 14 : Introduction to Pandas Chapter 15 : Data Acquisition Chapter 16 : Visualizing Data with Pandas and Matplotlib Chapter 17 : Introduction to Data Visualization with Seaborn Chapter 18 : Visualizing real life Data with Matplotlib and Seaborn.