CIO Business Intelligence

MAY 17, 2022

Even if the AI apocalypse doesn’t come to pass, shortchanging AI ethics poses big risks to society — and to the enterprises that deploy those AI systems. The following real-world implementation issues highlight prominent risks every IT leader must account for in putting together their company’s AI deployment strategy.

Risk 145

Risk Consulting Machine Learning Data Science 145

Smart Data Collective

JULY 30, 2019

The CDC reports that the incidents of admissions for these types of injuries rose around 54% between 2006 and 2014. Big data software is starting to reach neurosurgery departments in an effort to prevent brain injury complications during surgery and to better understand brain injuries.

Big Data 78

Big Data Software Risk Measurement 78

Smart Data Collective

MAY 17, 2021

Hamburg data protection commissioner Johannes Caspar issued an emergency order prohibiting Facebook from processing this data for three months, citing a privacy policy update that violates European data protection laws. For instance, Facebook’s decision to buy WhatsApp in 2014 was based on data collected via the Onavo VPN.

Cost-Benefit 94

Cost-Benefit Advertising Data Collection Data-driven 94

Cloudera

AUGUST 25, 2021

Thanks to the Bermuda Principles agreement of 1996, a mechanism was in place for sharing human genome data within 24 hours of generation. As different researchers made discoveries about the virus and its effect on humans, they shared their data. Efforts are under way to break the natural tendency of corporations to hoard their data.

Data-driven 88

Data-driven Machine Learning Data Collection Risk 88

IBM Big Data Hub

AUGUST 7, 2023

In an ideal scenario, they would be able to, with relative and consistent accuracy, predict performance of clinical trial sites that are at risk of not meeting their recruitment expectations. 2014 Bentley C, Cressman S, van der Hoek K, Arts K, Dancey J, Peacock S. Department of Health and Human Services.

Optimization 61

Optimization Forecasting Data-driven Strategy 61

Domino Data Lab

AUGUST 1, 2021

Joint training, for example, adds an additional “explanation task” to the original problem and trains the system to solve the two “jointly” (see Bahdanau, 2014). For this demo we’ll use the freely available Statlog (German Credit Data) Data Set, which can be downloaded from Kaggle.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

The Unofficial Google Data Science Blog

APRIL 17, 2017

They can arise from data collection errors or other unlikely-to-repeat causes such as an outage somewhere on the Internet. If unaccounted for, these data points can have an adverse impact on forecast accuracy by disrupting seasonality, holiday, or trend estimation.

Forecasting 83

Forecasting Modeling Statistics Uncertainty 83