What is fundamental difference between big data analytics and traditional statistical analysis?

Read the attached article “Big data: are we making a big mistake?” and write a summary to discuss (1) Why may we make mistake using big data? (2) What is fundamental difference between big data analytics and traditional statistical analysis? (3) what actions should we take to tackle the mistakes we may have from big data? Single spaced, 12 font 1 inch margin