CIO Business Intelligence

NOVEMBER 4, 2022

billion company’s scientific, commercial, and manufacturing businesses since joining the company in 2014. The company’s multicloud infrastructure has since expanded to include Microsoft Azure for business applications and Google Cloud Platform to provide its scientists with a greater array of options for experimentation.

Data Lake 103

Data Lake IT Experimentation Data-driven 103

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. Amazon, being in several dynamic, highly competitive markets, relies heavily on a robust knowledge creation process.

Management 101

Management Interactive Measurement Marketing 101

datapine

JANUARY 31, 2022

For example, in regards to marketing, traditional advertising methods of spending large amounts of money on TV, radio, and print ads without measuring ROI aren’t working like they used to. They’re about having the mindset of an experimenter and being willing to let data guide a company’s decision-making process.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

Occam's Razor

SEPTEMBER 15, 2014

In blue is how much time we spent in 2010 and in blue the time spent in 2014. was the dramatic shift between 2010 to 2014 to mobile content consumption. If you look at the mobile marketing strategies, you will see they don't reflect this shift to mobile. Media-Mix Modeling/Experimentation. Amazing, right?

Metrics 141

Metrics Reporting Analytics Marketing 141

Occam's Razor

NOVEMBER 2, 2015

if yes, what should your content (and marketing) strategy be. It covers, content, marketing and measurement. We have intent, why be the terrible Marketer that discriminates? Every marketing channel we have access to, solves for some audience intent. if your business should be on that network and 2.

B2B 167

B2B Metrics Testing Recreation/Entertainment 167

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. Ensure a culture that supports a steady process of learning and experimentation. Resilience: “It’s hard to quell curiosity.”.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

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. This is often referred to as the positivity assumption.

Statistics 44

Statistics Optimization Modeling Experimentation 44