O'Reilly on Data
APRIL 4, 2024
As Bill Janeway noted in his critique of the capital-fueled bubbles that resulted from the ultra-low interest rates of the decade following the 2007–2009 financial crisis, “ capital is not a strategy.” Venture capitalists don’t have a crystal ball.
CIO Business Intelligence
AUGUST 4, 2023
What are some of the steps that you are taking to foster a culture of innovation and experimentation amongst the employees and customers, and encourage them to move towards digital transformation in in their work? There can be parts of the industry which are still working on redundant legacy systems.
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The Unofficial Google Data Science Blog
APRIL 23, 2024
To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. Our experimentation platform supports this kind of grouped-experiments analysis, which allows us to see rough summaries of our designed experiments without much work.
DataRobot
JUNE 10, 2021
Traditionally, experimentation and observation was the only way to understand the physical-chemical properties of the molecule. It was introduced in 1980 but open-sourced in 2007, which created its widespread use. To foster innovation in this area, AICrowd hosted a competition to predict the olfactory properties of a molecule.
The Unofficial Google Data Science Blog
OCTOBER 7, 2015
accounting for effects "orthogonal" to the randomization used in experimentation. For example in ads, experiments using cookies (users) as experimental units are not suited to capture the impact of a treatment on advertisers or publishers nor their reaction to it. To see this, imagine you want to study long-term effects in an A/B test.
Occam's Razor
AUGUST 22, 2011
The Awesome Power of Visualization 2 -> Death and Taxes 2007. Build A Great Web Experimentation & Testing Program. Experimentation and Testing: A Primer. 2007 Predictions: Web Analytics. Web Analytics Demystified. Six Data Visualizations That Rock! Stop Obsessing About Conversion Rate. Tactical Analysis Articles.
The Unofficial Google Data Science Blog
JUNE 30, 2016
In an ideal world, experimentation through randomization of the treatment assignment allows the identification and consistent estimation of causal effects. 2007): Propose a finite collection $mathcal L={hat e_k:k=1,ldots,K}$ of estimation algorithms. This fact is well documented by Kang & Schafer (2007).
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