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Applied Plotting Charting & Data Representation in Python

Video Introducing this tutorial

Module 1: Principles of Information Visualization
Introduction
About the Professor: Christopher Brooks
Tools for Thinking about Design (Alberto Cairo)
Graphical heuristics: Data-ink ratio (Edward Tufte)
Graphical heuristics: Chart junk (Edward Tufte)
Graphical heuristics: Lie Factor and Spark Lines (Edward Tufte)
The Truthful Art (Alberto Cairo)


Module 2: Basic Charting
Introduction
Matplotlib Architecture
Basic Plotting with Matplotlib
Scatterplots
Line Plots
Bar Charts
Dejunkifying a Plot


Module 3: Charting Fundamentals
Subplots
Histograms
Box Plots
Heatmaps
Animation
Interactivity


Module 4: Applied Visualizations
Plotting with Pandas
Seaborn
Becoming an Independent Data Scientist