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The Art of Data Science

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Published in: Data & Analytics, Technology
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The Art of Data Science

  1. 1. THE ART OF DATA SCIENCE Josh Wills O P E N D A T A S C I E N C E C O N F E R E N C E_ BOSTON 2015 @opendatasci
  2. 2. 2© Cloudera, Inc. All rights reserved. Or, A Less Pretentious Title Josh Wills | Senior Director of Data Science The Art of Data Science
  3. 3. 3© Cloudera, Inc. All rights reserved. The Data Science State of the Union
  4. 4. 4© Cloudera, Inc. All rights reserved. Data Scientists At Work
  5. 5. 5© Cloudera, Inc. All rights reserved. Data Scientists at Home
  6. 6. 6© Cloudera, Inc. All rights reserved. Data Scientists…Everywhere?
  7. 7. 7© Cloudera, Inc. All rights reserved. Creating Some Definition
  8. 8. 8© Cloudera, Inc. All rights reserved. The Mismeasure of Data Scientists
  9. 9. 9© Cloudera, Inc. All rights reserved. The Tremendous Promise of Big Data
  10. 10. 10© Cloudera, Inc. All rights reserved. The Unfortunate Reality of Big Data
  11. 11. 11© Cloudera, Inc. All rights reserved. Like Urban Planning, but for Data
  12. 12. 12© Cloudera, Inc. All rights reserved. Data Modeling for Data Science
  13. 13. 13© Cloudera, Inc. All rights reserved. Event Series Analytics
  14. 14. 14© Cloudera, Inc. All rights reserved. A Simple Star Schema for Spell Correction
  15. 15. 15© Cloudera, Inc. All rights reserved. A Supernova Schema for Search
  16. 16. 16© Cloudera, Inc. All rights reserved. Spell Correction in SQL
  17. 17. 17© Cloudera, Inc. All rights reserved. The Operational/Analytical Impedance Mismatch
  18. 18. 18© Cloudera, Inc. All rights reserved. Exhibit: http://github.com/jwills/exhibit
  19. 19. 19© Cloudera, Inc. All rights reserved. Pushing Beyond The Limits of Our Tools
  20. 20. 20© Cloudera, Inc. All rights reserved. Thanks! jwills@cloudera.com

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