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 79

Big Data Software Risk Measurement 79

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. A mitigation plan facilitates trial continuity by providing contingency measures and alternative strategies.

Optimization 61

Optimization Forecasting Data-driven Strategy 61

The Unofficial Google Data Science Blog

APRIL 17, 2017

First, the system may not be understood, and even if it was understood it may be extremely difficult to measure the relationships that are assumed to govern its behavior. They can arise from data collection errors or other unlikely-to-repeat causes such as an outage somewhere on the Internet.

Forecasting 83

Forecasting Modeling Statistics Uncertainty 83

Domino Data Lab

FEBRUARY 4, 2019

Eric’s article describes an approach to process for data science teams in a stark contrast to the risk management practices of Agile process, such as timeboxing. As the article explains, data science is set apart from other business functions by two fundamental aspects: Relatively low costs for exploration.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

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. See Wei et al.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139