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Category: Data mining, statistics, & AI

Analytica provides built-in functions for data exploration and analysis, including quick summaries, descriptive statistics, regression, and Monte Carlo simulation. Here are some example applications that include the implementation of classification trees, artificial intelligence, and multilayer machine learning methods.

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07/08/2024 | Academic research, Case studies, Data mining, statistics, & AI, Lumina consulting projects, Newsworthy, Risk & uncertainty

Could humans lose control over advanced AI?

Researchers used Analytica’s influence diagrams to map out arguments and scenarios exploring risks with artificial intelligence (AI).

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04/28/2024 | Blogs, Data mining, statistics, & AI

Does GPT-4 pass the Turing test?

UCSD researchers conducted an online Turing test of GPT-4 with 652 human participants. Humans were not fooled ~60% of the time.

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07/08/2024 | Blogs, Data mining, statistics, & AI, Risk & uncertainty

Latin hypercube vs. Monte Carlo sampling

In a post on LinkedIn, David Vose argues that the advantages of Latin Hypercube sampling (LHS) over Monte Carlo are so minimal that “LHS does not deserve a place in modern…

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06/23/2023 | Data mining, statistics, & AI, Risk & uncertainty, Videos, Webinars

Crossing frontiers: the dawn of a new era with AI

Celebrate the incredible strides made in artificial intelligence (AI) and machine learning (ML) while also assessing the risks, in the dawn of this new era.

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01/30/2019 | Blogs, Data mining, statistics, & AI, Modeling tips & tricks

How to update y = m x + b with new data

Abstract: Bayesian linear regression made super easy and intuitive! You arrive in a new city for the first time, and you’ll …

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09/20/2018 | Blogs, Data mining, statistics, & AI, Risk & uncertainty

How the strange Cauchy distribution proved useful

On Tuesday I had an interesting exchange with Jorge Muro Arbulú, a professor in Peru, about the Cauchy distribution, which also called the Lorenzian distribution.

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06/02/2018 | Blogs, Data mining, statistics, & AI, Modeling tips & tricks, Videos

An Analytica model that recognizes images

I had a lot of fun building and playing with an Analytica model that analyses the pixels of an image to figure out what it is an image of. It implements the resnet18 model…

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06/23/2023 | Blogs, Data mining, statistics, & AI, Risk & uncertainty

AI weekly updates with Lonnie Chrisman

Get the latest AI insights with Lonnie Chrisman’s weekly updates. Follow us on social for trends and developments from an AI expert.

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