Data Communication & Visualization

Data Science    |    Beginner
  • 15 videos | 1h 12m 49s
  • Includes Assessment
  • Earns a Badge
Rating 4.0 of 113 users Rating 4.0 of 113 users (113)
The final step in the data science pipeline is to communicate the results or findings. Explore communication and visualization concepts needed by data scientists.

WHAT YOU WILL LEARN

  • Choose appropriate visualization techniques
    Describe the difference between correlation and causation
    Define simpson's paradox
    Communicate data science results informally
    Communicate data science results formally
    Implement strategies for effective data communication
    Use scatter plots
    Use line graphs
  • Use bar charts
    Use histograms
    Use box plots
    Create a network visualization
    Create a bubble plot
    Create an interactive plot
    Find an appropriate data set in which a scatter plot represents it visually and plot it

IN THIS COURSE

  • 5m 17s
    During this video, you will learn how to choose appropriate visualization techniques. FREE ACCESS
  • 5m 50s
    After completing this video, you will be able to describe the difference between correlation and causation. FREE ACCESS
  • Locked
    3.  Effective Communication and Visualization
    4m 49s
    In this video, you will learn how to define Simpson's paradox. FREE ACCESS
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    4.  Correlation Versus Causation
    5m 39s
    In this video, find out how to communicate data science results informally. FREE ACCESS
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    5.  Simpson's Paradox
    4m 14s
    In this video, learn how to communicate data science results in a formal way. FREE ACCESS
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    6.  Presenting Data
    5m 8s
    Find out how to implement strategies for effective data communication. FREE ACCESS
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    7.  Documenting Data Science
    3m 59s
    Learn how to create scatter plots. FREE ACCESS
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    8.  Visual Data Exploration
    4m 14s
    This video will teach you how to use line graphs. FREE ACCESS
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    9.  Creating Scatter Plots
    4m 19s
    In this video, you will learn how to use bar charts. FREE ACCESS
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    10.  Plotting Line Graphs
    3m 22s
    In this video, you will learn how to use histograms. FREE ACCESS
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    11.  Creating Bar Charts
    6m 15s
    To find out how to use box plots, consult a statistics textbook or search for a tutorial online. FREE ACCESS
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    12.  Creating Histograms
    5m 48s
    During this video, you will learn how to create a network visualization. FREE ACCESS
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    13.  Creating Box Plots
    4m 44s
    In this video, you will learn how to create a bubble plot. FREE ACCESS
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    14.  Creating Network Visualizations
    5m 41s
    In this video, you will learn how to create an interactive plot. FREE ACCESS
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    15.  Exercise: Create a Scatter Plot
    3m 30s
    In this video, find out how to find an appropriate data set and plot it using a scatter plot. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

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