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Plotly for Data Science

Overview

Skills Needed

Learn to use Plotly for data exploration, analysis, and communication in data science projects. Explore data visualization techniques, interactive dashboards, and storytelling with Plotly.

  • Basic knowledge of data science concepts
  • Familiarity with Python

Outline

  • Data Exploration with Plotly
  • Visualizing Statistical Distributions
  • Correlation Analysis with Plotly
  • Time Series Visualization
  • Interactive Dashboards with Plotly Dash
  • Storytelling with Data Visualization
  • Plotly for Machine Learning Model Evaluation
  • Data Science Case Studies with Plotly
  • Data Visualization Best Practices
  • Data Presentation and Communication Skills
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