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7.Data_Visualization_with_Python

Data Visualization with Python


IBM


Instructors:Alex Aklson

Course Link: Data Visualization with Python

Syllabus

Week 1 - Introduction to Data Visualization Tools

  • Introduction to Data Visualization
  • Introduction to Matplotlib
  • Basic Plotting with Matplotlib
  • Dataset on Immigration to Canada
  • Line Plots
  • Lab: Introduction to Matplotlib and Line Plots
  • Quiz: Introduction to Data Visualization Tools

Week 2 - Basic and Specialized Visualization Tools

  • Area Plots
  • Histograms
  • Bar Charts
  • Pie Charts
  • Box Plots
  • Scatter Plots
  • Bubble Plots
  • Lab: Basic Visualization Tools
  • Lab: Specialized Visualization Tools
  • Quiz: Basic Visualization Tools
  • Quiz: Specialized Visualization Tools

Week 3 - Advanced Visualizations and Geospatial Data

  • Waffle Charts
  • Word Clouds
  • Seaborn and Regression Plots
  • Introduction to Folium and Map Styles
  • Maps with Markers
  • Choropleth Maps
  • Lab: Advanced Visualization Tools
  • Lab: Creating Maps and Visualizing Geospatial Data
  • Quiz: Advanced Visualization Tools
  • Quiz: Visualizing Geospatial Data
  • Peer-review Assignment