The Unofficial Google Data Science Blog

APRIL 23, 2024

If $Y$ at that point is (statistically and practically) significantly better than our current operating point, and that point is deemed acceptable, we update the system parameters to this better value. Modeling live experiment data Data scientists at YouTube are rarely involved in the analysis of typical live traffic experiments.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

AUGUST 24, 2023

Many enterprises are deploying AI in lower-risk use cases first, says Kjell Carlsson, head of data science strategy and evangelism at Domino Data Lab. Retraining, deployment, operations, testing—a lot of these features just aren’t available yet.” Most companies I’m speaking to are augmenting internal users,” he says. “If

Uncertainty 97

Uncertainty Risk Testing Enterprise 97

CIO Business Intelligence

JULY 20, 2022

The 2022 State of the CIO research confirmed talent acquisition and retention strategies are a key issue for CIOs, cited by 38% of respondents, with cybersecurity skills, data science/analytics, and artificial intelligence (AI) and machine learning (ML) in top demand. We’ve seen progress, but not as fast as we’d like.

IT 133

IT Software Cost-Benefit Strategy 133

O'Reilly on Data

NOVEMBER 28, 2023

Unexpected outcomes, security, safety, fairness and bias, and privacy are the biggest risks for which adopters are testing. ChatGPT was opened to the public on November 30, 2022, roughly a year ago; the art generators, such as Stable Diffusion and DALL-E, are somewhat older. Only 4% pointed to lower head counts.

Enterprise 271

Enterprise Modeling Testing Reporting 271

CIO Business Intelligence

MARCH 14, 2024

Testing and piloting AI is key to successful adoption, the study found, and the government bodies surveyed are doing well on this score, with 70% already doing so. Adopting and scaling AI Some of the NAO’s advice to government could also apply to enterprises, especially those with a similar aversion to risk and change.

Testing 105

Testing Risk Digital Transformation Statistics 105

O'Reilly on Data

OCTOBER 11, 2022

Gartner has anointed “Hyperautomation” one of the top 10 trends for 2022. Selenium , the first tool for automated browser testing (2004), could be programmed to find fields on a web page, click on them or insert text, click “submit,” scrape the resulting web page, and collect results. Should it be? What’s required?

Data Integration 291

Data Integration Insurance Dashboards Modeling 291

Smart Data Collective

NOVEMBER 9, 2022

One of the biggest benefits is testing processes for optimal effectiveness. The main purpose of machine learning is to partially or completely replace manual testing. ML opens up new opportunities for computers to solve tasks previously performed by humans and trains the computer system to make accurate predictions when inputting data.

Machine Learning 98

Machine Learning Testing Cost-Benefit Data-driven 98