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Data visualization and exploration

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S01e02 from my bootcamp, dataviz and data manipulation

Published in: Data & Analytics
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Data visualization and exploration

  1. 1. @TheBenimou
  2. 2. data exploration & dataviz
  3. 3. Why is machine learning exciting ? Self driving cars Voice recognition Alpahgo
  4. 4. Speaker : Benjamin Ejzenberg @TheBenimou
  5. 5. @TheBenimou Benjamin Ejzenberg https://thebenimou.github.io/
  6. 6. @TheBenimou Benjamin Ejzenberg https://thebenimou.github.io/ Senior @EY Data enthusiast Digital addict Meme maker CDO Hacker Jazz improviser
  7. 7. Doing Data Science: Straight Talk from the Frontline, Cathy O'Neil
  8. 8. Doing Data Science: Straight Talk from the Frontline, Cathy O'Neil Today’s session
  9. 9. Modern data scientist
  10. 10. Modern data scientist
  11. 11. Anscombe’s quartet
  12. 12. Anscombe’s quartet vizualization
  13. 13. Few lines of code needed to produce awesome dataviz https://seaborn.pydata.org/examples/index.html Different cubehelix palettes Annotated heatmaps Joint kernel density estimate Grouped violinplots with split violins
  14. 14. Python Data Analysis Library Python 2D plotting library statistical data visualization
  15. 15. Let’s talk about today’s challenge
  16. 16. The iris flower dataset Iris setosa Iris virginica Iris versicolor
  17. 17. http://www.anselm.edu/homepage/jpitocch/genbi101/diversity3Plants.html
  18. 18. Find complete dataset : https://en.wikipedia.org/wiki/Iris_flower_data_s
  19. 19. From these observations
  20. 20. Let’s practice now.

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