Data Science 101

DECEMBER 11, 2019

This weeks guest post comes from KDD (Knowledge Discovery and Data Mining). Honestly, KDD has been promoting data science way before data science was even cool. KDD 2020 is a dual-track conference, offering distinct programming in research and applied data science. 1989 to be exact. The details are below.

KDD 81

KDD Knowledge Discovery Data mining Data Science 81

Data Science 101

OCTOBER 31, 2019

Data mining is the process of discovering these patterns among the data and is therefore also known as Knowledge Discovery from Data (KDD). It is used to extract information from the raw data in databases… “ Overview. Strong patterns, if found, will likely generalize to make accurate predictions on future data.

Data mining 77

Data mining KDD Data Science Forecasting 77

The Unofficial Google Data Science Blog

OCTOBER 7, 2015

A/B testing is used widely in information technology companies to guide product development and improvements. Recently, we presented some basic insights from our effort to measure and predict long-term effects at KDD 2015 [1]. In this blog post, we summarize that paper and refer you to it for details. 2] Ron Kohavi, Randal M.

Modeling 61

Modeling Experimentation Knowledge Discovery Testing 61

The Unofficial Google Data Science Blog

NOVEMBER 4, 2015

These decisions are often business-critical, so it is essential for data scientists to understand and improve the regressions that inform them. In our model, $theta$ doesn’t depend directly on $x$ — all the information in $x$ is captured in $t$. To make sure, and to improve our priors using information from nearby bins, we can smooth.

KDD 40

KDD Testing Machine Learning Modeling 40