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.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

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. This algorithm is implemented in the SuperLearner R package (Polley & van der Laan, 2014). 2014): 243-263. Eric Polley and Mark van der Laan (2014). 2012): 25-46.

Statistics 44

Statistics Optimization Modeling Experimentation 44

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. The ability to measure results (risk-reducing evidence). Ensure a culture that supports a steady process of learning and experimentation.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

CIO Business Intelligence

MAY 20, 2024

Prior to Satya Nadella becoming CEO in 2014, Microsoft had a toxic, non-innovative culture known for information and product silos, cutthroat competition through forced ranking of employees, and office politics. It leverages vast amounts of data about customer interactions, purchases, and browsing behaviors to derive actionable insights.

Management 114

Management Interactive Measurement Marketing 114