Course curriculum

  • 1

    Module 01: Introduction To Python Data Visualization

    • Segment - 01 - Course Introduction
    • Segment - 02 - Anaconda
    • Segment - 03 - Get Started With the Python Data Science Environment: Anaconda
    • Segment - 04 - Anaconda for Mac Users
    • Segment - 05 - The iPython Environment
  • 2

    Module 02: Read in Data From Different Sources With Pandas

    • Segment - 06 - What are Pandas?
    • Segment - 07 - Read CSV Data
    • Segment - 08 - Read Excel Data
    • Segment - 09 - Read in HTML Data
    • Segment - 10 - Basic Data Exploration With Pandas
    • Segment - 11 - Basic Data Handling With Conditional Statements
    • Segment - 12 - Drop Column/Row
    • Segment - 13 - Merging and Joining Data
  • 3

    Module 03: Theory Behind Data Visualization

    • Segment - 14 - What is Data Visualization?
    • Segment - 15 - Some Theoretical Principles Behind Data Visualization
  • 4

    Module 04: Basic Data Visualizations

    • Segment - 16 - Histograms-Visualize the Distribution of Continuous Numerical Variables
    • Segment - 17 - Boxplots-Visualize the Distribution of Continuous Numerical Variables
    • Segment - 18 - Scatter plot-Relationship Between Two Numerical Variables
    • Segment - 19 - Barplot
    • Segment - 20 - Pie Chart
    • Segment - 21 - Line Charts
  • 5

    Module 05: Use ggplot2 For Visualizations

    • Segment - 22 - The Rationale Behind the Grammar of Graphics
    • Segment - 23 - Getting Started - Part 1
    • Segment - 24 - Getting Started - Part 2
  • 6

    Module 06: Visualizing Geographic Data

    • Segment - 26 - Basic Spatial Concepts
    • Segment - 27 - Visualize Shapefiles With Python
    • Segment - 28 - More Shapefile Visualizations with Geopandas
    • Segment - 29 - Some In-Built GIS Datasets
    • Segment - 30 - Introduction to Choropleth Mapping
    • Segment - 31 - Choropleth Mapping - Part 2
  • 7

    Module 07: Interactive Visualizations- Brief Introduction

    • Segment - 32 - What Are Interactive Visualizations?
    • Segment - 33 - An Express Introduction to Plotly Express
    • Segment - 34 - More Express Plotting
    • Segment - 35 - Express Animations
    • Segment - 36 - Geographic Visualizations