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دسته بندی دوره ها

Data Storytelling with PowerBI – 2023

سرفصل های دوره

Communicate powerful insights from complex data simply and efficiently. Engage with real-world actionable scenarios.


1. How to install PowerBI Desktop
  • 1. How to install PowerBI Desktop

  • 2. Why data storytelling is important
  • 1. Why is data storytelling important
  • 2. The magic of data storytelling
  • 3. The role of the data storyteller

  • 3. Finding insights using data visualization
  • 1. Building your hypothesis
  • 2. Framing your visual with insights
  • 3. Transforming your data for visuals
  • 4. The fall of Enron scenario
  • 5. Tools for focusing insights
  • 6.1 Enron.csv
  • 6. Exercise Visualizing social network relationships
  • 7.1 cities.zip
  • 7.2 minard.zip
  • 7.3 temps.zip
  • 7.4 troops.zip
  • 7. Exercise Minard map

  • 4. Storyteller data mining
  • 1. Introduction
  • 2. Why data mining is important
  • 3. Relationship visuals
  • 4. Parts to whole visuals
  • 5. Visual data mining
  • 6. Scenario World happiness index
  • 7. Clustering and visualizing associations in data
  • 8.1 data mining - correlation plot.zip
  • 8. Exercise Exploring relationships with correlation plot
  • 9.1 world health.zip
  • 9. Exercise K-means clustering unsupervised learning
  • 10.1 sales report - decomposition tree.zip
  • 10.2 WA Fn-UseC -Telco-Customer-Churn.csv
  • 10. Exercise Root cause analysis with decomposition tree
  • 11.1 WA Fn-UseC -Telco-Customer-Churn.csv
  • 11. Exercise Hidden insights with key influencers
  • 12.1 Crimes - 2001 to Present.zip
  • 12. Exercise Analytics dashboard - Chicago crime
  • 13.1 health and wealth.zip
  • 13. Exercise Smoothing data points
  • 14.1 data mining - health and wealth.zip
  • 14.2 world health spline.zip
  • 14. Exercise Boxplot analysis

  • 5. The magic of Gestalt
  • 1. What is Gestalt
  • 2. Visual design principles
  • 3. Proximity
  • 4. Similarity
  • 5. Closure, connection and order
  • 6. Isomorphic correspondence and contrast
  • 7. Hierarchy patterns
  • 8. Exercise Real-time dashboard - load data
  • 9. Exercise Real-time dashboard - transform data
  • 10.1 Nasdaq100 Measures.docx
  • 10. Exercise Real-time dashboard - visualize data
  • 11.1 Enron.csv
  • 11. Exercise Force network graphs for social networks

  • 6. Engaging with the narrative
  • 1. The role of the narrative
  • 2. The comic style narrative
  • 3. The eight visual story types
  • 4. Scenario Health and wealth of nations
  • 5. Zooming through your narrative
  • 6. The contrasting story
  • 7. An intersection of insights
  • 8. Shock and awe
  • 9. Hooking your audience
  • 10. Springing tension
  • 11. The ingredients for powerful insights
  • 12. The cliffhanger
  • 13.1 data mining - health and wealth.zip
  • 13. Exercise Multifaceted small multiples
  • 14.1 Enron Data Set.xlsx
  • 14. Exercise Narrative over time
  • 15.1 narrative-facebook-ipo2.zip
  • 15. Exercise Stepper narrative - Facebook IPO launch
  • 16.1 GDP.xls
  • 16.2 Life Expectancy.xls
  • 16.3 Population.xls
  • 16. Exercise Dynamic narrative over time - Health and wealth data load
  • 17. Exercise Dynamic narrative over time - Health and wealth transformation
  • 18.1 data mining - health and wealth.zip
  • 18. Exercise Dynamic narrative over time - Health and wealth visualization
  • 19.1 treemap.zip
  • 19. Exercise Zoom and filter - Navigating stock hierarchies

  • 7. Telling the data story
  • 1. Telling your data story
  • 2. Tailoring the data story to the audience
  • 3. Creating your persona
  • 4. Connecting with the audience
  • 5. AI data stories
  • 6.1 sales report & bookmarks- narrative.zip
  • 6. Exercise Augmenting your delivery
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    تاریخ انتشار: 8 اردیبهشت 1402
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