IBM Big Data Hub

MARCH 27, 2024

This article explores an innovative way to streamline the estimation of Scope 3 GHG emissions leveraging AI and Large Language Models (LLMs) to help categorize financial transaction data to align with spend-based emissions factors. Figure 1 illustrates the framework for Scope 3 emission estimation employing a large language model.

Experimentation 82

Experimentation Modeling Deep Learning Data-driven 82

DataRobot Blog

OCTOBER 18, 2022

The DataRobot expo booth at the 2022 conference showcased our AI Cloud platform with industry-specific demonstrations including Anti-Money Laundering for Financial Services , Predictive Maintenance for Manufacturing and Sales Forecasting for Retail. DataRobot Booth at Big Data & AI Toronto 2022.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

CIO Business Intelligence

FEBRUARY 22, 2024

With the aim to accelerate innovation and transform its digital infrastructures and services, Ferrovial created its Digital Hub to serve as a meeting point where research and experimentation with digital strategies could, for example, provide new sources of income and improve company operations.

IT 105

IT Digital Transformation IoT Cost-Benefit 105

CIO Business Intelligence

MARCH 10, 2022

Fujitsu remains very much interested in the mainframe market, with a new model still on its roadmap for 2024, and a move under way to “shift its mainframes and UNIX servers to the cloud, gradually enhancing its existing business systems to optimize the experience for its end-users.” When will Z end? years, with an additional 7.4

Sales 130

Sales Testing Experimentation Data Processing 130

DataRobot Blog

NOVEMBER 15, 2022

A packed keynote session showed how repeatable workflows and flexible technology get more models into production. Our in-booth theater attracted a crowd in Singapore with practical workshops, including Using AI & Time Series Models to Improve Demand Forecasting and a technical demonstration of the DataRobot AI Cloud platform.

Big Data 52

Big Data Experimentation Data-driven Machine Learning 52

CIO Business Intelligence

SEPTEMBER 6, 2023

Since ChatGPT’s release in November of 2022, there have been countless conversations on the impact of similar large language models. The use of AI-generated code is still in an experimental phase for many organizations due to numerous uncertainties such as its impact on security, data privacy, copyright, and more.

Software 119

Software Experimentation Risk Data Lake 119

The Unofficial Google Data Science Blog

APRIL 23, 2024

Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well. That is true generally, not just in these experiments — spreading measurements out is generally better, if the straight-line model is a priori correct.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

MAY 16, 2023

It surpasses blockchain and metaverse projects, which are viewed as experimental or in the pilot stage, especially by established enterprises. Top Technologies Mentioned in Innovation Conversations Tweets from Verified Accounts, January 2021 – December 2022 Opportunities abound for innovating with AI. higher [in 2022] than in 2017.”

Advertising 105

Advertising Recreation/Entertainment Experimentation Enterprise 105

IBM Big Data Hub

OCTOBER 4, 2022

It is well known that Artificial Intelligence (AI) has progressed, moving past the era of experimentation. IBM Global AI Adoption Index 2022.). Multiple unsupported tools for building and deploying models. This includes capturing of the metadata, tracking provenance and documenting the model lifecycle.

Metadata 102

Metadata Risk Risk Management Experimentation 102

CIO Business Intelligence

NOVEMBER 2, 2023

It depends on what business model you’re in. All of our [gen AI] experimentation started, which was something we couldn’t have predicted even six months ago, or a year ago, and so we have seen a spike [in costs] in those areas. growth experienced in 2022. year over year in 2023, which is down from the 27.6%

Strategy 140

Strategy Data Processing Experimentation Optimization 140

DataRobot Blog

MARCH 16, 2023

We are offering customers rapid experimentation and value identification, with both code-first and no-code approaches. Erick Brethenoux, Anthony Mullen, Published 26 August 2022 The post A New Era of Value-Driven AI appeared first on DataRobot AI Platform.

Experimentation 52

Experimentation Data-driven Measurement Enterprise 52

CIO Business Intelligence

SEPTEMBER 12, 2022

Fast-forward to 2022. Prioritize time for experimentation. The team was given time to gather and clean data and experiment with machine learning models,’’ Crowe says. Employees will rally around a new business model, a new market opportunity, a new product offering,’’ Rybchin says. Elixirr Consulting.

Experimentation 133

Experimentation Consulting Technology Machine Learning 133

CIO Business Intelligence

MAY 31, 2022

These new, digitally enhanced worlds, realities, and business models are poised to revolutionize both life and enterprise in the next decade, as explored in Accenture’s recent Technology Vision 2022 report. By solving for issues of bias and privacy, it can bring next-level improvements to AI models in fairness and innovation.

Technology 116

Technology Experimentation Interactive IoT 116

CIO Business Intelligence

OCTOBER 1, 2022

In summer 2022, P&G sealed a multiyear partnership with Microsoft to transform P&G’s digital manufacturing platform. It has moved past what Cretella calls the “experimentation phase” with scaled solutions and increasingly sophisticated AI applications. Data and AI as digital fundamentals.

Manufacturing 145

Manufacturing Digital Transformation IoT Internet of Things 145

Smarten

APRIL 18, 2023

ChatGPT is an AI chatbot developed by OpenAI, launched in November 2022. 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.

Digital Transformation 52

Digital Transformation Experimentation ROI Technology 52

CIO Business Intelligence

OCTOBER 18, 2023

OpenAI’s November 2022 announcement of ChatGPT and its subsequent $10 billion in funding from Microsoft were the “shots heard ’round the world” when it comes to the promise of generative AI. 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

Dataiku

APRIL 22, 2022

It’s no secret that training AI models is an energy-intensive and large dataset-dependent endeavor and, to corroborate this, researchers at the University of Massachusetts Amherst performed a lifecycle assessment on large, widely accepted AI models trained on the vast datasets needed to achieve accuracy. Today, in 2022, the code (i.e.,

Experimentation 59

Experimentation Modeling Business Objectives Manufacturing 59

DataRobot Blog

AUGUST 10, 2022

Snowflake provides a state-of the-art data platform for collating and analysing workforce data, and with the combined addition of DataRobot Solution Accelerator models, trusts can have predictive models running with little experimentation — further accelerated by the wide range of supportive datasets available through the Snowflake Marketplace.

Forecasting 52

Forecasting Experimentation Data-driven Risk 52

CIO Business Intelligence

APRIL 26, 2023

More than an experimental group, they hold themselves accountable the same way any startup should. Using rapid ideation, agile methodologies, incubation, and validation, the group employs startup thinking with a venture capital (VC) backing model, which brings together committed, diverse teams of experts at the top of their technical fields.

Technology 52

Technology Marketing Experimentation Modeling 52

CIO Business Intelligence

AUGUST 17, 2023

The state of play The storied UK IT chief Paul Coby, now CIO of family property developer Persimmon Homes, has seen many trends come and go but he is bullish on generative AI, even though it only made its first appearance in November 2022. “I I believe generative AI is a game changer at a fundamental level,” he says. “I

Risk 98

Risk Cost-Benefit Strategy Experimentation 98

CIO Business Intelligence

JULY 27, 2023

Soon after ChatGPT burst on the scene in November 2022, Chan realized generative AI would amount to far more than the just the latest technology flash-in-the-pan. And because the generative AI models pull from myriad sources, incorporating generative AI output in an organization’s corporate content could lead to copyright infringement.

IT 98

IT Insurance Strategy Risk 98

CIO Business Intelligence

JULY 31, 2023

The adoption curve here is by no means gradual, with most enterprise leaders quickly working to harness the technology’s potential mere months after the November 2022 launch of gen AI tool ChatGPT kicked off a wave of enthusiasm (and worry). How has, say, ChatGPT hit your business model?” How is your business impacted by generative AI?

Strategy 98

Strategy Risk Enterprise Risk Management 98

DataRobot Blog

MARCH 16, 2023

release, we’ve made it easy for you to rapidly prepare data, engineer new features and subsequently automate model deployment and monitoring into your Snowflake data landscape, all with limited data movement. We’ve tightened the loop between ML data prep , experimentation and testing all the way through to putting models into production.

Modeling 52

Modeling Experimentation Machine Learning Data-driven 52

AWS Big Data

JULY 3, 2023

Testing scope For our testing purposes, consider the following example , in which a change to the S&P Dow Jones Indices is announced on September 2, 2022, becomes effective on September 19, 2022, and doesn’t become observable in the ETF holdings data that we will be using in the experiment until September 30, 2022.

Snapshot 82

Snapshot Data Lake Testing Strategy 82

Business Over Broadway

MAY 22, 2019

According to Gartner, companies need to adopt these practices: build culture of collaboration and experimentation; start with a 3-way partnership among executives leading digital initiative, line of business and IT. Remember that digital transformation is about transforming your business and operating models with technology.

Machine Learning 40

Machine Learning Technology Digital Transformation Data Science 40

O'Reilly on Data

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. 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,

IT 262

IT Modeling Testing Risk 262

CIO Business Intelligence

NOVEMBER 4, 2022

The company’s multicloud infrastructure has since expanded to include Microsoft Azure for business applications and Google Cloud Platform to provide its scientists with a greater array of options for experimentation. Google created some very interesting algorithms and tools that are available in AWS,” McCowan says.

Data Lake 124

Data Lake IT Experimentation Data-driven 124

CIO Business Intelligence

JUNE 6, 2023

And the market for doing so remains robust for corporations looking to make the most of the model. Despite a volatile economy, corporate venture capital investments in startups fell by only 2% to $192 billion in 2022 , compared to a 25% drop in overall venture capital.

Key Performance Indicator 105

Key Performance Indicator Cost-Benefit Enterprise Experimentation 105

CIO Business Intelligence

MARCH 7, 2023

Tech companies have laid off over 250 thousand employees since 2022, and 93% of CEOs report preparing for a US recession over the next 12 to 18 months. CIOs should consider technologies that promote their hybrid working models to replace in-person meetings. Release an updated data viz, then automate a regression test.

Digital Transformation 145

Digital Transformation Data Governance Experimentation Machine Learning 145

Ontotext

DECEMBER 30, 2022

Those are bold plans, because in 2022 we received recognition for what we’ve achieved through investment to help us expand, accelerate growth and engage the market with the technology we’ve been developing for 20 years. 9 years of research, prototyping and experimentation went into developing enterprise ready Semantic Technology products.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

Ontotext

DECEMBER 30, 2022

Those are bold plans, because in 2022 we received recognition for what we’ve achieved through investment to help us expand, accelerate growth and engage the market with the technology we’ve been developing for 20 years. 9 years of research, prototyping and experimentation went into developing enterprise ready Semantic Technology products.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

CIO Business Intelligence

OCTOBER 4, 2022

More than three-quarters (77%) of IT leaders surveyed in the 2022 State of the CIO study said their direct interactions with customers increased last year, and 57% expect their involvement in customer experience will grow further in the coming year. Getting into experimentation mode will help you lower the cost of failure,” McLemore says. “A

Data-driven 111

Data-driven Machine Learning Interactive Predictive Analytics 111

DataRobot Blog

FEBRUARY 9, 2022

Machine learning operations (MLOps) solutions allow all models to be monitored from a central location, regardless of where they are hosted or deployed. These tools can resolve common model management problems: Challenge 1: Slow Iteration Speed. Refreshing models according to the business schedule or signs of data drift.

IT 52

IT Experimentation Machine Learning Data Processing 52

O'Reilly on Data

JULY 25, 2023

I’m a professor who is interested in how we can use LLMs (Large Language Models) to teach programming. Here’s how I worked on it: I subscribed to ChatGPT Plus and used the GPT-4 model in ChatGPT (first the May 12, 2023 version, then the May 24 version) to help me with design and implementation. using “22” for the year 2022).

Consulting 246

Consulting Interactive Software IT 246

DataRobot Blog

FEBRUARY 15, 2023

In addition, it’s essential that models comply with regulations and treat customers fairly, making it more important than ever to monitor models in production. We also look at how collaboration is built into the core of the DataRobot AI platform so that your entire team can collaborate from business use case to model deployment.

Modeling 52

Modeling Machine Learning Cost-Benefit Metrics 52

DataRobot

JANUARY 20, 2022

The UK Government Health and Care Bill sets up Integrated Care Systems (ICSs) as legal entities from July 2022. The following is a summary list of the key data-related priorities facing ICSs during 2022 and how we believe the combined Snowflake & DataRobot AI Cloud Platform stack can empower the ICS teams to deliver on these priorities.

Data-driven 145

Data-driven Experimentation Modeling Predictive Modeling 145

CIO Business Intelligence

AUGUST 1, 2023

During keynotes and discussions with CIOs, I remind everyone how strategic priorities evolve significantly every two years or less, from growth in 2018, to pandemic and remote work in 2020, to hybrid work and financial constraints in 2022. Customizing and developing LLMs requires a strong business case, technical expertise, and funding.

Digital Transformation 98

Digital Transformation Unstructured Data Strategy Experimentation 98