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Value of Pi - Estimation using Dice

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Source: Asked to a friend at Goldman Sachs Quant Interview
Problem: Estimate the value of pi using a dice
Update: (21 June 2014) Solution posted by Tushar Makkar, 'My first amateur attempt', Satadip, Gaurav Bajaj and me (Pratik) in comments. Thanks