Download e-book for iPad: Agile Data Science: Building Data Analytics Applications by Russell Jurney

By Russell Jurney

ISBN-10: 1449326269

ISBN-13: 9781449326265

Mining massive facts calls for a deep funding in humans and time. how are you going to determine you’re development the proper types? With this hands-on e-book, you’ll examine a versatile toolset and method for development potent analytics functions with Hadoop.

utilizing light-weight instruments similar to Python, Apache Pig, and the D3.js library, your group will create an agile setting for exploring information, beginning with an instance software to mine your individual electronic mail inboxes. You’ll research an iterative method that allows you to speedy swap the type of research you’re doing, reckoning on what the knowledge is telling you. All instance code during this e-book is accessible as operating Heroku apps.
• Create analytics functions through the use of the agile monstrous information improvement method
• construct price out of your info in a sequence of agile sprints, utilizing the data-value stack
• achieve perception through the use of numerous information buildings to extract a number of positive factors from a unmarried dataset
• Visualize info with charts, and divulge assorted elements via interactive reviews
• Use historic information to foretell the long run, and translate predictions into motion
• Get suggestions from clients after each one dash to maintain your undertaking on target

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001 sig. there is a likelihood that the scores on these three variables may decline in the near future. But this is not a foregone conclusion, if Singapore succeeds in re-inventing its economy. Overall life satisfaction To capture a generic dimension, the respondents were asked to rate their overall life satisfaction. 50 suggests that 86 percent of Singaporeans are either "very satisfied" or "satisfied". Young Singaporeans are somewhat less satisfied with life, perhaps a reflection of their higher expectations or perception of the current economic situation.

000 sig. Work Career and Social Mobility 55 mobility as well, such as the 14 per cent in working class occupations who originated from service class backgrounds. 20 suggests that the three major ethnic categories in Singapore—Chinese, Malays, and Indians—have experienced some degree of upward inter-generational mobility. The extent of upward social mobility, relative to that of respondents' father's occupational status, is proportionally higher for the minority Malays and Indians. For instance, our comparison of respondents and respondents' fathers' occupational status indicates that the proportion of Malays in service class occupations climbed from 23 to 37 per cent across one generation, while that for the Chinese rose only 3 per cent—from 51 to 54 per cent.

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Agile Data Science: Building Data Analytics Applications with Hadoop by Russell Jurney

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