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Naga Chokkanathan
                                                              July 2011




                                                  A Million Balls

Copyright of CRMIT-© 2011. All rights reserved.                     Confidential Information
A Million Balls
    • How many of you googled for it? ;)




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Recognize This Gentleman?




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Andre Agassi’s Father Believed in Math
    • My father says that if I hit 2,500 balls each day,
      I’ll hit 17,500 balls each week, and at the end of
      one year I’ll have hit nearly one million balls
    • A child who hits one million balls each year will
      be unbeatable
         • (From Andre Agassi’s Autobiography “Open”)




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But…
    • Does it work? Really?




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The 10,000 Hours Rule
    • From the book “Outliers” By Malcolm
      Gladwell
    • Gladwell claims that greatness requires
      enormous time, roughly 10,000 hours of
      practice
    • Examples:
             –     Bill Gates
             –     Beatles
             –     Mozart (Child Prodigy, huh?)
             –     Sachin Tendulkar
             –     … (fill it yourself)


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Another Book
    • Bounce By Matthew Syed
    • Quotes Malcolm Gladwell’s 10,000 hour rule and
      extends it with many more examples, mainly
      from sports (Matthew Syed used to be an
      international table tennis player, by the way)
    • This book adds an interesting twist to the tale




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Importance of Practice
    • Three groups of violinists
             – Grade A, B, C
    • Check History - How many hours they practice in a
      week?
             – Group A: Roughly 4 hours a day
             – Group B: Roughly 2 hours a day
             – Group C: Less than an hour a day
    • Important: There were no exceptions to this rule, both
      ways
             – Nobody who practiced 4+ hours a day went to B / C
             – Nobody in A practiced < 4 hours a day


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But, Is Practice Enough?
    • Car Driving for more than 10,000 hours is not
      equal to Cricket practice for more than 10,000
      hours
    • Why?
             – Autopilot mode
    • OK Plateau
             – Once you get there, you can’t come back
             – This term comes from Joshua Foer's book, “Moon
               Walking With Einstein"


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How To Come Out Of OK Plateau
    • 3 Stages of learning:
             – Cognitive
             – Associative
             – Autonomous
    • But Experts manage this differently
             – They are always looking for higher goals
             – They develop strategies for keeping out of autonomous stage
    • Example: Practicing something you already mastered
      Vs Practicing something where you fail often
             – Don’t confuse “Hitting the ball” with practice



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Purposeful Practice
    • Matthew Syed uses the
      example of Roger
      Federer to explain this
             – You can imagine any
               sportsman you prefer
             – They make it look so easy,
               How?
             – Response Time – How do
               they get those precious
               extra milliseconds?




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Purposeful Practice (Contd)
    • Peripheral knowledge Vs Strong Experience in a
      domain
             – It comes only with purposeful practice
    • 10,000 hours of purposeful practice seems to be
      the magic formula
    • Going back to Agassi Example
             – If he was hitting the ball 1 Million times a year in the
               same manner again and again (auto pilot), we
               wouldn’t be talking about him today
             – He has seen 1 Million opportunities to understand
               how to handle a ball

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Few Questions
    • What is our 10,000 hour practice field (Domain)?
             – Personal
             – Professional
    • Where are we, in terms of the 10,000 hour goal?
    • Our Strengths / weaknesses?
    • Are those weaknesses because of “OK Plateau”? If yes,
      how can we break away from the Autonomous mode?
    • Are we doing purposeful practice in our field? For how
      long, when will we hit our 10,000 hour mark?




Copyright of CRMIT-© 2011. All rights reserved.     Confidential Information
Image / Video Credits
    •      http://en.wikipedia.org/wiki/File:Outliers.png
    •      http://en.wikipedia.org/wiki/File:Malcolmgladwell.jpg
    •      http://en.wikipedia.org/wiki/File:Joshua-foer-2007.png
    •      http://www.openclipart.org/detail/147121/tennis-ball-by-
           netalloy
    •      http://www.openclipart.org/detail/38197/-by-rejon-38197
    •      http://www.youtube.com/watch?v=iZqOLYE9aWg
    •      http://www.andreagassi.com/
    •      http://www.maximisepotential.co.uk/matthew-syed-author-of-
           bounce/
    •      http://collider.com/columbia-moonwalking-with-einstein/80897/
    •      http://www.guardian.co.uk/books/2009/nov/08/open-
           autobiography-andre-agassi


Copyright of CRMIT-© 2011. All rights reserved.               Confidential Information
Thank You
    • And, Good Luck!




    •      Books Mentioned In This Presentation:
             –     Open: http://goo.gl/1PBq4
             –     Outliers: http://goo.gl/2IcIG
             –     Bounce: http://goo.gl/ZQ5f2
             –     Moon Walking With Einstein: http://goo.gl/oW0LQ

                    •      Psst: There is something common between these three authors, guess what?




Copyright of CRMIT-© 2011. All rights reserved.                                        Confidential Information

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"ML in Production",Oleksandr Bagan
 

A million balls

  • 1. Naga Chokkanathan July 2011 A Million Balls Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 2. A Million Balls • How many of you googled for it? ;) Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 3. Recognize This Gentleman? Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 4. Andre Agassi’s Father Believed in Math • My father says that if I hit 2,500 balls each day, I’ll hit 17,500 balls each week, and at the end of one year I’ll have hit nearly one million balls • A child who hits one million balls each year will be unbeatable • (From Andre Agassi’s Autobiography “Open”) Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 5. But… • Does it work? Really? Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 6. The 10,000 Hours Rule • From the book “Outliers” By Malcolm Gladwell • Gladwell claims that greatness requires enormous time, roughly 10,000 hours of practice • Examples: – Bill Gates – Beatles – Mozart (Child Prodigy, huh?) – Sachin Tendulkar – … (fill it yourself) Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 7. Another Book • Bounce By Matthew Syed • Quotes Malcolm Gladwell’s 10,000 hour rule and extends it with many more examples, mainly from sports (Matthew Syed used to be an international table tennis player, by the way) • This book adds an interesting twist to the tale Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 8. Importance of Practice • Three groups of violinists – Grade A, B, C • Check History - How many hours they practice in a week? – Group A: Roughly 4 hours a day – Group B: Roughly 2 hours a day – Group C: Less than an hour a day • Important: There were no exceptions to this rule, both ways – Nobody who practiced 4+ hours a day went to B / C – Nobody in A practiced < 4 hours a day Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 9. But, Is Practice Enough? • Car Driving for more than 10,000 hours is not equal to Cricket practice for more than 10,000 hours • Why? – Autopilot mode • OK Plateau – Once you get there, you can’t come back – This term comes from Joshua Foer's book, “Moon Walking With Einstein" Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 10. How To Come Out Of OK Plateau • 3 Stages of learning: – Cognitive – Associative – Autonomous • But Experts manage this differently – They are always looking for higher goals – They develop strategies for keeping out of autonomous stage • Example: Practicing something you already mastered Vs Practicing something where you fail often – Don’t confuse “Hitting the ball” with practice Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 11. Purposeful Practice • Matthew Syed uses the example of Roger Federer to explain this – You can imagine any sportsman you prefer – They make it look so easy, How? – Response Time – How do they get those precious extra milliseconds? Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 12. Purposeful Practice (Contd) • Peripheral knowledge Vs Strong Experience in a domain – It comes only with purposeful practice • 10,000 hours of purposeful practice seems to be the magic formula • Going back to Agassi Example – If he was hitting the ball 1 Million times a year in the same manner again and again (auto pilot), we wouldn’t be talking about him today – He has seen 1 Million opportunities to understand how to handle a ball Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 13. Few Questions • What is our 10,000 hour practice field (Domain)? – Personal – Professional • Where are we, in terms of the 10,000 hour goal? • Our Strengths / weaknesses? • Are those weaknesses because of “OK Plateau”? If yes, how can we break away from the Autonomous mode? • Are we doing purposeful practice in our field? For how long, when will we hit our 10,000 hour mark? Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 14. Image / Video Credits • http://en.wikipedia.org/wiki/File:Outliers.png • http://en.wikipedia.org/wiki/File:Malcolmgladwell.jpg • http://en.wikipedia.org/wiki/File:Joshua-foer-2007.png • http://www.openclipart.org/detail/147121/tennis-ball-by- netalloy • http://www.openclipart.org/detail/38197/-by-rejon-38197 • http://www.youtube.com/watch?v=iZqOLYE9aWg • http://www.andreagassi.com/ • http://www.maximisepotential.co.uk/matthew-syed-author-of- bounce/ • http://collider.com/columbia-moonwalking-with-einstein/80897/ • http://www.guardian.co.uk/books/2009/nov/08/open- autobiography-andre-agassi Copyright of CRMIT-© 2011. All rights reserved. Confidential Information
  • 15. Thank You • And, Good Luck! • Books Mentioned In This Presentation: – Open: http://goo.gl/1PBq4 – Outliers: http://goo.gl/2IcIG – Bounce: http://goo.gl/ZQ5f2 – Moon Walking With Einstein: http://goo.gl/oW0LQ • Psst: There is something common between these three authors, guess what? Copyright of CRMIT-© 2011. All rights reserved. Confidential Information