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CodeSignal

Introduction to Basic Plots with Matplotlib

via CodeSignal

Overview

Embark on a journey into the realm of Matplotlib, where you will learn to create basic yet powerful data visualizations. Transform data into meaningful visuals using line plots, scatter plots, histograms, bar charts, and pie charts. By mastering these foundational skills, you'll be able to communicate data stories effectively and with ease.

Syllabus

  • Unit 1: Getting Started with Matplotlib
    • Plotting Penguins with Matplotlib
    • Changing Plots with Matplotlib
    • Debugging a Matplotlib Plot
    • Create a Line Plot with Matplotlib
    • Plot Bill Length from Scratch
  • Unit 2: Creating Scatter Plots with Matplotlib
    • Fill in the Scatter Function
    • Control Scatter Plot Transparency
    • Fix Scatter Plot Mistake
    • Complete the Scatter Plot
    • Create a Scatter Plot Independently
  • Unit 3: Creating Histograms with Matplotlib
    • Fill in the Histogram Function
    • Set the Number of Bins in the Histogram
    • Adjusting Bins for New Insights
    • Build a Histogram with Matplotlib
    • Write a Histogram from Scratch
  • Unit 4: Creating Bar Charts with Matplotlib
    • Complete the Bar Chart Code
    • Explore Bar Chart Using Island Data
    • Debugging a Bar Chart
    • Create the Bar Chart
    • Build a Bar Chart from Scratch
  • Unit 5: Creating Pie Charts with Matplotlib
    • Complete the Pie Chart
    • Enhance Pie Chart Readability
    • Troubleshoot the Pie Chart Code
    • Finish the Pie Chart Creation
    • Write a Pie Chart in Python

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