The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Crucially, it takes into account the uncertainty inherent in our experiments. Here, $X$ is a vector of tuning parameters that control the system's operating characteristics (e.g.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

AWS Big Data

AUGUST 7, 2023

Forecasting acts as a planning tool to help enterprises prepare for the uncertainty that can occur in the future. The OBJECTIVE parameter specifies a metric to minimize or maximize the objective of a job. For this use case, we use a modified version of the Bike Sharing Dataset (Fanaee-T,Hadi. Bike Sharing Dataset.

Forecasting 86

Forecasting Data Warehouse Machine Learning Modeling 86

Occam's Razor

APRIL 15, 2019

Bubble Kings most commonly reside in organizations where there is little to no accountability (or misplaced accountability, ex: celebration of vanity metrics). They bring up that one time in 2013 when your analysis missed an important assumption. Archetype #2: The Attacker. Archetype #2: How they react: They attack. To provide context.

Measurement 79

Measurement Strategy Data Processing Uncertainty 79