This lesson is being piloted (Beta version)

Instructor

  • Instructor: Tue Vu, PhD
  • Office: 119 Gerald Ford Hall, Southern Methodist University
  • Email: tuev@smu.edu

Workshop Description

Introduction to Data Visualization with Python language for data analytics using Jupyter Notebook via Open OnDemand platform hosting in SMU ManeFrame M2 HPC. Workshop contents include basic plotting with Python Matplotlib and the most advances plotting packages available in Python: seaborn

Prerequisites

This workshop requires basic programming, personal computer

Course Outline

Topic

Description
Setup Preparing for the course
1. Introduction to Visualization with Python How to visualize data in Python
2. Basic Plotting system How many plotting system in Python
How to use Matplotlib & Seaborn
3. Scatter plot
4. Box plots and Violin plots What is box plot
5. Histogram plot What is Histogram plot
6. Line plot
7. Heatmap
Finish

The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.