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Istanbul, TR

Connect with other users of Alteryx products in Istanbul. By joining this group, you gain access to those who regularly work with this software, pose questions, and discuss and share best practices and challenges.

Istanbul User Group Leaders:

Altan Atabarut, Altdata

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Post Nr. 157; 4 Different Eras of Analytics

Alteryx Partner
Era One: Artisanal Analytics analytics commenced in earnest with what he dubs “artisanal analytics” in 1975.

This methodology was primarily geared towards producing insights for internal decision-making using small-scale, structured datasets.

Era Two: Big Data Analytics

As Silicon Valley began to boom in the late ’90s and early 2000s, the volume and variety of data available for the analyst ballooned.

With the new challenges that this changing landscape provided, a new title entered the lexicon: the data scientist.

Era Three: Data Economy Analytics

Before and around 2013, another major change occurred. As massive tech firms found new ways of wrangling their outsized datasets, they also found new ways of commoditizing them. In addition to building products around the datasets they maintained — the model companies had used for nearly forty years, in Davenport’s framing — they also began to sell the data they were collecting from users.

Era Four: Autonomous Analytics

we have just entered a new era of analytics in the past year, characterized by an even stronger role for autonomous decision-making — probably the loosest definition of artificial intelligence. In this model, machines not only perform the analysis; they also act on the insights, making decisions faster and more efficiently than any human could.



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