IBM Big Data Hub

OCTOBER 4, 2022

It is well known that Artificial Intelligence (AI) has progressed, moving past the era of experimentation. Today, AI presents an enormous opportunity to turn data into insights and actions, to amplify human capabilities, decrease risk and increase ROI by achieving break through innovations. Platforms and practices not optimized for AI.

Metadata 102

Metadata Risk Risk Management Experimentation 102

CIO Business Intelligence

JUNE 16, 2022

IT funding might be on the rise, but the ROI for the business from technology investments isn’t as high as it should be. Analysts and data scientists need flexibility when working with data; experimentation fuels the development of analytics and machine learning models.

IT 123

IT Experimentation IoT Data-driven 123

Smarten

APRIL 18, 2023

and GPT-4 families of large language models, and fine-tuned using supervised and reinforcement learning techniques. While new medical techniques and tools can take time to refine and prove, doctors often leverage experimental techniques to save lives. One of the most intriguing AI developments is the recent focus on ChatGPT.

Digital Transformation 52

Digital Transformation Experimentation ROI Technology 52

CIO Business Intelligence

JUNE 28, 2023

Belcorp operates under a direct sales model in 14 countries. As Belcorp considered the difficulties it faced, the R&D division noted it could significantly expedite time-to-market and increase productivity in its product development process if it could shorten the timeframes of the experimental and testing phases in the R&D labs.

Digital Transformation 87

Digital Transformation Cost-Benefit Informatics Data mining 87

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 96

Cost-Benefit Modeling Manufacturing Interactive 96

Sisense

JULY 1, 2021

Human thinking will revolve around creating and controlling models, since applying analytical judgment about how and when to use models is still a uniquely human ability. We know in marketing that one of the most powerful ideas is experimentation,” Scott told Sisense. Scott has dubbed this new breed “augmented marketers.”

Marketing 52

Marketing Experimentation Marketing Analytics ROI 52

CIO Business Intelligence

JANUARY 2, 2024

He plans to scale his company’s experimental generative AI initiatives “and evolve into an AI-native enterprise” in 2024. It involves reimagining our strategies, business models, processes and culture centered around AI’s capabilities, to reshape how we work and drive unparalleled productivity and innovation,” he says.

IT 144

IT Cost-Benefit Statistics Consulting 144

CIO Business Intelligence

DECEMBER 29, 2023

Adaptability and useability of AI tools For CIOs, 2023 was the year of cautious experimentation for AI tools. Also, CIOs are asking what processes other people are using around determining proof of concepts, use cases, and ROI for generative AI,” he says.

Cost-Benefit 134

Cost-Benefit Digital Transformation Consulting Strategy 134

FineReport

DECEMBER 11, 2019

You’ll learn about the concept of big data and how to use big data—from computing ROI and big data strategies that drive business cases to the overall development and specific projects. The big news is that we no longer need to be proficient in math or statistics, or even rely on expensive modeling software to analyze customers.

Big Data 98

Big Data Statistics Experimentation Data Strategy 98

Decision Management Solutions

JUNE 25, 2019

The last mile – getting ML models embedded into production systems – is critically important for analytic value and yet it is hard and often neglected. Her presentation really showed the importance of persistence, experimentation and lateral thinking in developing an analytic solution.

Predictive Analytics 75

Predictive Analytics Analytics Data Science Experimentation 75

Domino Data Lab

JUNE 23, 2019

Skomoroch proposes that managing ML projects are challenging for organizations because shipping ML projects requires an experimental culture that fundamentally changes how many companies approach building and shipping software. You’re changing things fundamentally in how you build and ship software.

Management 110

Management Machine Learning Experimentation Metrics 110

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. Given the two points above, that’s okay—there are good ways to direct data exploration toward ROI. hill climbing ) ( Clue #1 ).

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Domino Data Lab

MAY 8, 2019

Paco Nathan’s latest article features several emerging threads adjacent to model interpretability. I’ve been out themespotting and this month’s article features several emerging threads adjacent to the interpretability of machine learning models. Machine learning model interpretability. Introduction. 2018-06-21).

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

CIO Business Intelligence

MAY 1, 2024

Gen AI takes us from single-use models of machine learning (ML) to AI tools that promise to be a platform with uses in many areas, but you still need to validate they’re appropriate for the problems you want solved, and that your users know how to use gen AI effectively. Pilots can offer value beyond just experimentation, of course.

Cost-Benefit 140

Cost-Benefit Metrics Insurance Measurement 140

Smarten

NOVEMBER 3, 2017

Business users can quickly and easily prepare and analyze data and visualize and explore data, notate and highlight data and share data with others to identify the important ‘nuggets’, buried in traditional data, and to connect the dots, find exceptions, identify patterns and trends and better predict results.

Analytics 40

Analytics Visualization Experimentation Cost-Benefit 40

datapine

FEBRUARY 4, 2020

Use professional software. To get started, you might want to equip yourself with a marketing BI software to analyze all your data and easily build professional reports. A daily marketing report will also allow you for faster experimentation: running small operations to answer small questions. 3) Online Advertising Performance.

Reporting 280

Reporting Marketing Advertising Metrics 280

Occam's Razor

MARCH 23, 2010

For big success you'll need to have a Multiplicity strategy: So when you step back and realize at the minimum you'll also have to use one Voice of Customer tool (for qualitative analysis), one Experimentation tool and (if you want to be great) one Competitive Intelligence tool… do you still want to have two clickstream tools?

Analytics 118

Analytics Consulting Metrics Experimentation 118

DataRobot Blog

JANUARY 12, 2023

DataRobot Dedicated Managed AI Cloud is a powerful AI platform , offering the flexibility, agility, and security of a fully managed cloud software service. The platform suggests the best possible model quickly, while reducing production and implementation time. Delivering more than 1.4 No data is stored by DataRobot.

Management 59

Management Data-driven ROI Cost-Benefit 59

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. Improving customer support is a quick win for delivering short-term ROI from LLMs and AI search capabilities. It might actually be worth something by cleaning it up and using an LLM.”

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98