IBM Big Data Hub

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Most experts categorize it as a powerful, but narrow AI model. A key trend is the adoption of multiple models in production.

Cost-Benefit 89

Cost-Benefit Modeling Manufacturing Interactive 89

CIO Business Intelligence

MAY 16, 2023

The industries these decision-makers represented include insurance, banking, healthcare and life sciences, government, entertainment, and energy in the U.S. It surpasses blockchain and metaverse projects, which are viewed as experimental or in the pilot stage, especially by established enterprises. and tokenization.

Advertising 102

Advertising Recreation/Entertainment Experimentation Enterprise 102

Decision Management Solutions

MAY 12, 2021

by Charlotte DeKeyrel, Expert Decision Modeler. It’s critical to start the process proactively—while your experts are still active in their roles at your company—by building a model based on a key decision. Let’s start with an easy-to-understand example: processing insurance claims. Decision Management Solutions.

Experimentation 52

Experimentation Modeling Insurance Management 52

CIO Business Intelligence

OCTOBER 18, 2023

Of roughly 2,500 CIOs surveyed recently by Gartner, 9% say they have already deployed gen AI applications, and a staggering 55% say they will deploy large language models (LLMs) in production by the end of 2025. Snap, LexisNexis, and Lonely Planet are also developing and training LLM models, each leveraging their own data stored on AWS. “We

Risk 141

Risk Manufacturing Enterprise Technology 141

Cloudera

SEPTEMBER 17, 2020

A large oil and gas company was suffering over not being able to offer users an easy and fast way to access the data needed to fuel their experimentation. To address this, they focused on creating an experimentation-oriented culture, enabled thanks to a cloud-native platform supporting the full data lifecycle.

Experimentation 81

Experimentation Data Warehouse Dashboards Visualization 81

DataRobot

JUNE 23, 2021

As they strive to improve models, data scientists continually try new approaches to refine their predictions. A common pattern is that they adopt a three-step model development process: Prepare the initial dataset and leverage automation, including automated feature engineering, to get an accurate baseline model in minutes.

Machine Learning 52

Machine Learning Modeling Experimentation Visualization 52

Cloudera

AUGUST 2, 2018

Leading insurers are underwriting policies with lower risks. Data teams in these insurance firms are leading the charge in rebuilding entire business models around data and analytics. When good stuff happens in the background, and we take it for granted, we know the technology behind the scenes is working.

Data Warehouse 51

Data Warehouse Insurance Experimentation Software 51

Domino Data Lab

JANUARY 24, 2019

These solutions help data analysts build models by automating tasks in data science, including training models, selecting algorithms, and creating features. These tools support a breadth of use cases including data science, data engineering, and model operations. Proprietary (often GUI-driven) data science platforms.

Data Science 65

Data Science Marketing Data-driven Statistics 65

Ontotext

APRIL 3, 2024

Nimit Mehta: I think that 2024 is going to be a buckle-down year, but, at the same time, we’ll see a rapid explosion of experimentation. For example, when I want to insure some property and want to find out if the CEO has been involved in crime. But my favorite is actionable real-time insights. Maybe later. We call it LLMs on rails.

Technology 59

Technology Risk Digital Transformation Measurement 59

CIO Business Intelligence

APRIL 24, 2024

But to find ways it can help grow a company’s bottom line, CIOs have to do more to understand a company’s business model and identify opportunities where gen AI can change the playing field. We quickly learned we needed to build models internally in a dedicated environment or a cloud environment that’s 100% secured and controlled,” he says.

Sales 114

Sales Finance Experimentation Cost-Benefit 114

Occam's Razor

OCTOBER 21, 2013

I've gone through the five stages in the Kubler-Ross model. Bonus: For more on next steps and attribution modeling please see: Multi-Channel Attribution Modeling: The Good, Bad and Ugly Models. ]. My most important query is car insurance (surprise!). Controlled experimentation. Here's an example.

Optimization 154

Optimization Reporting Experimentation Metrics 154

Corinium

APRIL 25, 2019

Ahead of the Chief Data Analytics Officers & Influencers, Insurance event we caught up with Dominic Sartorio, Senior Vice President for Products & Development, Protegrity to discuss how the industry is evolving. Are you seeing any specific issues around the insurance industry at the moment that should concern CDAOs?

Insurance 150

Insurance Risk IoT Cost-Benefit 150

O'Reilly on Data

MARCH 23, 2023

It’s important to understand that ChatGPT is not actually a language model. It’s a convenient user interface built around one specific language model, GPT-3.5, is one of a class of language models that are sometimes called “large language models” (LLMs)—though that term isn’t very helpful. with specialized training.

IT 260

IT Modeling Testing Risk 260

CIO Business Intelligence

FEBRUARY 3, 2023

More recently, The Royal Mint has evolved its business model in the face of declining cash usage, from its core business of coins and metal manufacturing through to bullion trading, a new consumer business and jewellery line, as well as tentative steps into digital gold and recycling e-waste.

IT 52

IT Experimentation Scorecard Digital Transformation 52

Domino Data Lab

FEBRUARY 4, 2019

Spoiler alert: a research field called curiosity-driven learning is emerging at the nexis of experimental cognitive psychology and industry use cases for machine learning, particularly in gaming AI. Ensure a culture that supports a steady process of learning and experimentation. Problems with training ML models efficiently.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Occam's Razor

JANUARY 28, 2013

AAA Life Insurance : Truly Customer Centric "Convince Me To Buy" Experience. AAA Life Insurance : Truly Customer Centric "Convince Me To Buy" Experience. I want to buy term life insurance. So I Google term life insurance online quote and spent most of my time with two companies. Where's the CMTB?

Marketing 164

Marketing Insurance Visualization IT 164

Occam's Razor

DECEMBER 12, 2016

I was speaking with a massive national insurance company recently. Digital Marketing & Measurement Model. My solution to this, incredibly real and frustrating problem, is to insist on seeing the signed in blood version of the company's Digital Marketing & Measurement Model. That's it. Problematic, right?

Analytics 141

Analytics Data-driven Strategy Consulting 141

Cloudera

NOVEMBER 25, 2020

As Augmented Analytics is on the rise, a discovery data warehouse is key for not only pharmaceuticals but any businesses that heavily rely on unstructured data, such as healthcare providers, insurance, government, media, various ML and Risk modeling heavy organizations, as well as legal/law enforcement and a variety of auditing services.

Data Warehouse 57

Data Warehouse Unstructured Data Analytics Visualization 57

Occam's Razor

JULY 26, 2010

For example let's say I work at a delightful car / health / spaceship insurance company. Or the Bulletin of Experimental Treatment for AIDS. So why is that your mental model? Then, a little bit more. Far too often in our daily lives we let our job titles limit how deep we go in our analysis.

Metrics 96

Metrics Measurement Dashboards Reporting 96

CIO Business Intelligence

AUGUST 1, 2023

The impact of generative AIs, including ChatGPT and other large language models (LLMs), will be a significant transformation driver heading into 2024. Mitigate risks by communicating an LLM governance model The generative AI landscape has more than 100 tools covering test, image, video, code, speech, and other categories.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98