article thumbnail

The curse of Dimensionality

Domino Data Lab

Statistical methods for analyzing this two-dimensional data exist. This statistical test is correct because the data are (presumably) bivariate normal. When there are many variables the Curse of Dimensionality changes the behavior of data and standard statistical methods give the wrong answers. Data Has Properties.

article thumbnail

IT leaders uplift women to fill tech talent gaps

CIO Business Intelligence

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.

IT 136
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Optimizing clinical trial site performance: A focus on three AI capabilities

IBM Big Data Hub

Tackling complexities in clinical trial site selection: A playground for a new technology and AI operating model Enrollment strategists and site performance analysts are responsible for constructing and prioritizing robust end-to-end enrollment strategies tailored to specific trials. To do so they require data, which is in no shortage.

article thumbnail

What Are the Most Important Steps to Protect Your Organization’s Data?

Smart Data Collective

By 2012, there was a marginal increase, then the numbers rose steeply in 2014. Citing statistics from the Accenture 9th Annual Cost of Cybercrime Study , Accenture Managing Director Robert Kress submits that “humans are still the weakest link when it comes to an organization’s cybersecurity defenses.” Employee training. In summary.

Testing 122
article thumbnail

What is DataOps? Principles and Benefits

Octopai

Common elements of DataOps strategies include: Collaboration between data managers, developers and consumers A development environment conducive to experimentation Rapid deployment and iteration Automated testing Very low error rates. Issue detected?

article thumbnail

19 organizations advancing women in tech

CIO Business Intelligence

Change Catalyst is an organization focused on diversity in tech for women and minorities — it was developed in a direct response to Silicon Valley tech industry diversity numbers released in 2014. Women in tech statistics: The hard truths of an uphill battle. Project Include. Gender gapped: The state of gender diversity in IT.

Software 145
article thumbnail

To Balance or Not to Balance?

The Unofficial Google Data Science Blog

Identification We now discuss formally the statistical problem of causal inference. We start by describing the problem using standard statistical notation. The field of statistical machine learning provides a solution to this problem, allowing exploration of larger spaces. For a random sample of units, indexed by $i = 1.