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Title | The Unofficial Google Data Science |
Description | Skip to main content Search This Blog The Unofficial Google Data Science Blog Home About this blog More… Posts Uncertainties: Statistical, Representationa |
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WebSite | unofficialgoogledatascience.com |
Host IP | 216.239.32.21 |
Location | United States |
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US$2,973,239
Last updated: 2022-06-24 08:58:41
unofficialgoogledatascience.com has Semrush global rank of 3,559,857. unofficialgoogledatascience.com has an estimated worth of US$ 2,973,239, based on its estimated Ads revenue. unofficialgoogledatascience.com receives approximately 343,066 unique visitors each day. Its web server is located in United States, with IP address 216.239.32.21. According to SiteAdvisor, unofficialgoogledatascience.com is safe to visit. |
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Skip to main content Search This Blog The Unofficial Google Data Science Blog Home About this blog More… Posts Uncertainties: Statistical, Representational, Interventional Get link Facebook Twitter Pinterest Email Other Apps December 14, 2021 by AMIR NAJMI & MUKUND SUNDARARAJAN Data science is about decision making under uncertainty. Some of that uncertainty is the result of statistical inference, i.e., using a finite sample of observations for estimation. But there are other kinds of uncertainty, at least as important, that are not statistical in nature. This blog post introduces the notions of representational uncertainty and interventional uncertainty to paint a fuller picture of what the practicing data scientist is up against. Data science and uncertainty Data Science (DS) deals with data-driven decision making under uncertainty . The decisions themselves may range from "how much data center capacity should we build for two years hence?" or "does this product change benefit |
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