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., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Sisense

MAY 12, 2019

DevOps first came about in 2007-2008 to fix problems in the software industry and bring with it continuous improvement and greater efficiencies. If the main goal is to bring about efficiencies, shouldn’t there be some measurement available to make sure the target is being met? This is the ultimate measurement. The Process.

Analytics 79

Analytics Dashboards KPI Measurement 79

Octopai

JULY 9, 2020

As a core principle of data management, all BI & Analytics teams engage with data lineage at some point to be able to visualize and understand how the data they process moves around throughout the various systems that make up their data environment. A key piece of legislation that emerged from that crisis was BCBS-239.

Insurance 86

Insurance Risk Management Machine Learning Metadata 86

Occam's Razor

AUGUST 22, 2011

" ~ Web Metrics: "What is a KPI? " + Standard Metrics Revisited Series. Key To Your Digital Success: Web Analytics Measurement Model. " Measuring Incrementality: Controlled Experiments to the Rescue! Barriers To An Effective Web Measurement Strategy [+ Solutions!]. How Do I Measure Success?

KPI 124

KPI Metrics Measurement ROI 124

Occam's Razor

JANUARY 8, 2008

I was merrily using Time on Page and Time on Site metrics for quite some time before I actually realized how they were being measured. This would allow us to capture the time stamps accurately and have exact measures. 111.111.111.111 - - [ 08/Oct/2007:11:17:55 -0400 ] "GET / index.html HTTP/1.1" en-US; rv:1.8.1.7)

Metrics 121

Metrics Measurement Analytics Reporting 121

Occam's Razor

FEBRUARY 7, 2011

But each keyword gets "credit" for other metrics. Brian Krick: Best way to measure and communicate "available demand" from available channels (social, search, display) for forecast modeling. Additionally, it is exceptionally difficult to measure available demand because 1. And to visualize it in a report.

Analytics 94

Analytics Measurement Metrics Predictive Analytics 94

Domino Data Lab

FEBRUARY 4, 2019

The ability to measure results (risk-reducing evidence). I double-dare you not to visualize that cohort! When execs at the company got their grubby paws on our analysis, two senior VPs spent an entire day pouring through pages of data visualizations and analysis. Frédéric Kaplan, Pierre-Yves Oudeyer (2007).

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66