DataRobot Blog

APRIL 29, 2022

With the big data revolution of recent years, predictive models are being rapidly integrated into more and more business processes. When business decisions are made based on bad models, the consequences can be severe. As machine learning advances globally, we can only expect the focus on model risk to continue to increase.

Risk 111

Risk Modeling IT Risk Management 111

Dataiku

MARCH 25, 2024

This scenario is not science fiction but a glimpse into the capabilities of Multimodal Large Language Models (M-LLMs), where the convergence of various modalities extends the landscape of AI. But instead, a machine seamlessly identifies the scene and its location, provides a detailed description, and even suggests nearby attractions.

Visualization 132

Visualization Modeling Experimentation Testing 132

IBM Big Data Hub

APRIL 13, 2023

After developing a machine learning model, you need a place to run your model and serve predictions. If your company is in the early stage of its AI journey or has budget constraints, you may struggle to find a deployment system for your model. Also, a column in the dataset indicates if each flight had arrived on time or late.

Modeling 81

Modeling Statistics Machine Learning Testing 81

erwin

APRIL 27, 2022

Please help us keep our #1 position in 2022. Best Data Modeling Solution (erwin Data Modeler). Best Data Modeling Solution (erwin Data Modeler). Read more about erwin® Data Modeler by Quest. 2022 DBTA Reader’s Choice Awards appeared first on erwin Expert Blog. We need your help!

Data Governance 52

Data Governance Data Warehouse Digital Transformation Metadata 52

CIO Business Intelligence

MAY 14, 2024

Seattle, the county seat, reported nearly 600 drug overdose deaths in 2022, an increase of 72% from the previous year. In many cases, additional documents are involved in the process, such as toxicology reports. The ML models include classic ML and deep learning to predict category labels from the narrative text in reports.

Deep Learning 97

Deep Learning Machine Learning Reporting Experimentation 97

CIO Business Intelligence

SEPTEMBER 29, 2023

Analyzing the hiring behaviors of companies on its platform, freelance work marketplace Upwork has AI to be the fastest growing category for 2023, noting that posts for generative AI jobs increased more than 1000% in Q2 2023 compared to the end of 2022, and that related searches for AI saw a more than 1500% increase during the same time.

Deep Learning 143

Deep Learning Machine Learning Modeling Consulting 143

erwin

MARCH 1, 2022

erwin ® Data Modeler is an enterprise data modeling tool, trusted for 30 years. You’ll see how erwin Data Modeler R12 makes it easy to: Find, visualize, design, deploy and standardize high-quality enterprise data assets. Use the Oracle View enhancement and Data Modeler scheduler enhancements for reverse engineering.

Modeling 52

Modeling Data Governance Visualization Enterprise 52

CIO Business Intelligence

FEBRUARY 13, 2024

The new features appear in its Oracle Transportation Management and Oracle Global Trade Management applications, and include expanded business intelligence capabilities, enhanced logistics network modelling, a new trade incentive program, and an updated Transportation Management Mobile application. billion annually in 2026, up from $5.3

Management 122

Management Forecasting Machine Learning Business Intelligence 122

Ontotext

MAY 31, 2024

At the end of 2022, with the popularisation of chatGPT , it seemed like this feature became within reach overnight. RAG ( Retrieval Augmented Generation ) operates this grounding, and permits users to ask the LLM questions over their documents of choice.

Modeling 69

Modeling Statistics Structured Data Interactive 69

CIO Business Intelligence

MAY 28, 2022

In 2022, CIO50 will be judged on four core pillars ofInnovation, Diversity & Culture, Workplace and Data Intelligence, honouring transformational, inspiring and enduring CIOs at both in-country and regional levels across the Middle East. .

Data-driven 52

Data-driven Technology Enterprise Modeling 52

CIO Business Intelligence

JANUARY 9, 2024

transition Step 1: Locate, identify and document all the credit card flow in the organization, as stated by the following requirements applicable to all entities subject to PCI security compliance: 1.2.4 March 2022.) March 2022: 12.1 March 2022: 12.1 compliance steps. Four recommended steps in the PCI DSS v4.0

Consulting 105

Consulting Management Testing Modeling 105

CIO Business Intelligence

NOVEMBER 14, 2022

A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions. DSS vs. decision intelligence Research firm, Gartner, declared decision intelligence a top strategic technology trend for 2022. Model-driven DSS. Document-driven DSS. Knowledge-driven DSS.

Data mining 144

Data mining Data-driven Statistics OLAP 144

CIO Business Intelligence

SEPTEMBER 29, 2023

That’s because generative AI large language models (LLMs) have prowess in text-based generation, readily finding language and word patterns. According to MarketResearch.Biz , the financial services market for generative AI reached USD 847 million in 2022 and is poised to grow at a CAGR of 28.1% during the next decade to exceed USD 9.48

Finance 133

Finance Unstructured Data Risk Cost-Benefit 133

erwin

APRIL 4, 2022

If you’re a long-time erwin ® Data Modeler by Quest ® customer, you might be asking yourself, “What happened to the release naming convention of erwin Data Modeler?” In 2021 erwin Data Modeler released 2021R1. So, this release of erwin Data Modeler aligns with the release of erwin Data Intelligence 12.0,” he concluded. “So,

Modeling 52

Modeling Data Processing Data-driven Big Data 52

CIO Business Intelligence

OCTOBER 13, 2023

Application data architect: The application data architect designs and implements data models for specific software applications. Data scientists are experts in applying computer science, mathematics, and statistics to building models.

Data Architecture 132

Data Architecture Data Warehouse Statistics Visualization 132

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. Which trends do you see for 2022 in AI & ML technology and tools and tool capabilities? We will publish a new Top Trends for D&A for 2022 in a couple of months. The last item should be updated in 2022.

Analytics 64

Analytics Measurement Modeling Data-driven 64

CIO Business Intelligence

OCTOBER 31, 2022

The Broadcom business case for this transaction is premised on focusing on the business model, increasing R&D, and executing so that customers see the value of the full portfolio of innovative product offerings — not on increasing prices. VMware develops technology for the future and addresses a growing market.

Uncertainty 97

Uncertainty Risk Reporting Marketing 97

CIO Business Intelligence

MAY 23, 2022

In the recent State of the CIO 2022 research , one of the top priorities of CEOs for IT leaders in the next year is to have them lead digital business and digital transformation initiatives and improve the customer experience. This trend will continue through 2022 and beyond as there continues to be a push for more digital solutions.”.

Digital Transformation 98

Digital Transformation Testing Machine Learning Software 98

CIO Business Intelligence

MAY 23, 2023

Unlocking VMware’s potential Broadcom’s business model and its decades of focus on R&D combined with VMware’s core technology and superb talent will be the catalysts that will enable VMware to capture the growth opportunity in front of it. VMware needs more partners to grow, and we will help it succeed in doing so.

Uncertainty 145

Uncertainty Cost-Benefit Risk Technology 145

CIO Business Intelligence

JULY 20, 2023

Workflow automation and data analytics are streamlining document management, cross-checking data, assessing for risk, ensuring regulatory compliance, and so on. Top technologies flagged on Twitter cover the period January 2021–December 2022. Since then, automation has filled the gap in improving customer experience and security.

Technology 98

Technology Finance Advertising Digital Transformation 98

CIO Business Intelligence

MAY 29, 2024

Sometimes it came in through the front door, but in most cases, it seeped in quietly, as knowledge workers experimented with it to write documents and email without necessarily admitting they were doing so. AI consumes a lot of power, whether it’s training large language models or running inference. And this is only the beginning.

Cost-Benefit 108

Cost-Benefit Measurement Reporting Modeling 108

CIO Business Intelligence

JULY 3, 2023

But the rise of large language models (LLMs) is starting to make true knowledge management (KM) a reality. These models can extract meaning from digital data at scale and speed beyond the capabilities of human analysts. In 2022, OpenAI lost $540 million despite having raised $11.3 billion in funding rounds.

Management 105

Management Experimentation Modeling Enterprise 105

DataRobot Blog

SEPTEMBER 1, 2022

For example, a recent IDC study 1 shows that it takes about 290 days on average to deploy a model into production from start to finish. Once you move your model into production, you need to monitor and manage your models to ensure that you can trust predictions and turn them into the right business decisions.

Metrics 145

Metrics Statistics Modeling Data Science 145

IBM Big Data Hub

FEBRUARY 7, 2024

In addition to CSRD, California has new mandatory reporting rules coming into play in 2024, while countries around the world are on the verge of implementing their own non-financial disclosure and documentation requirements. 2 For example, some are turning to software solutions that can more easily capture, manage and report ESG data.

Reporting 88

Reporting Internet of Things Cost-Benefit Data-driven 88

AWS Big Data

NOVEMBER 29, 2023

dbt lets data engineers quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, continuous integration and continuous delivery (CI/CD), and documentation. The team uses dbt-glue to build a transformed gold model optimized for business intelligence (BI).

Data Lake 103

Data Lake Management Metrics Data Warehouse 103

IBM Big Data Hub

JULY 19, 2023

The industry is under tremendous pressure to accelerate drug development at an optimal cost, automate time- and labor-intensive tasks like document or report creation to preserve employee morale, and accelerate delivery. Code creation: Code co-pilot, code conversion, create technical documentation, test cases and more.

Consulting 59

Consulting Machine Learning Manufacturing Optimization 59

CIO Business Intelligence

DECEMBER 12, 2023

Battle joined JLR as group chief digital and information officer in February 2022, after a long career managing IT for a succession of oil companies. The document processing system JLR built on Appian has around 150 daily users handling about 250 customs declarations a day.

Digital Transformation 128

Digital Transformation Manufacturing Consulting Software 128

CIO Business Intelligence

OCTOBER 20, 2023

Allstate began moving to the cloud in 2019 but paused during the pandemic and began the deployment of its curated multicloud blueprint upon Jeevanjee’s return to the company in 2022. As models evolve in the future to become fully multi-modal, they [will be] able to traverse different types of data.”

Digital Transformation 136

Digital Transformation Insurance Recreation/Entertainment Machine Learning 136

IBM Big Data Hub

OCTOBER 4, 2022

IBM Global AI Adoption Index 2022.). Multiple unsupported tools for building and deploying models. According to Gartner 54% of models are stuck in pre-production because there is not an automated process to manage these pipelines and there is a need to ensure the AI models can be trusted.”

Metadata 97

Metadata Risk Risk Management Experimentation 97

CIO Business Intelligence

MAY 30, 2022

In 2022, The Open Group announced the latest update to the framework and released the TOGAF Standard, 10th Edition, to replace the previous TOGAF Standard, 9.2 It’s an extensive document — but you don’t have to adopt every part of TOGAF. The Open Group also streamlined the documentation, removing anything redundant or outdated.

Enterprise 111

Enterprise Software ROI Digital Transformation 111

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 73

Experimentation Modeling Deep Learning Data-driven 73

CIO Business Intelligence

JUNE 3, 2024

Yet privacy activists remained opposed to the public services card, arguing that citizens who change their address should be able to decide which government bodies to tell, while the European model, which Ireland signed up to, is a once-only approach. “We It’s a small dent in Ireland’s progress to becoming a leader in digital government.

Digital Transformation 111

Digital Transformation Strategy Risk Publishing 111

CIO Business Intelligence

MAY 30, 2024

Following a legislative review of state purchases in fiscal year 2022, the state of Oklahoma discovered that its agencies had procured more than $3 billion worth of goods and services outside the oversight of its Office of Management and Enterprise (OMES) Central Purchasing division. ALPI) is also benefiting from process mining.

IT 140

IT Cost-Benefit Key Performance Indicator Dashboards 140

CIO Business Intelligence

NOVEMBER 17, 2022

Statista estimates that global investment in digital transformation is expected to increase significantly between 2022 and 2025, from $1.8 A key component to the appeal of cloud-first business models is cloud technologies’ ability to simplify processes and streamline workflows through integration and automation. trillion to $2.8

Software 144

Software Management Digital Transformation Data Governance 144

CIO Business Intelligence

SEPTEMBER 21, 2023

Today’s foundational models are jacks-of-all-trades. With a pre-trained model, you can bring it into HR, finance, IT, customer service—all of us are touched by it.” It doesn’t matter how accurate an AI model is, or how much benefit it’ll bring to a company if the intended users refuse to have anything to do with it.

Enterprise 130

Enterprise Consulting Modeling Cost-Benefit 130

CIO Business Intelligence

MARCH 16, 2022

“Employees all around the world are redefining what we’re calling their ‘worth it’ equation; that is, what they want from work and what they’re willing to give up in return,” said Jared Spataro, corporate vice president for modern work at Microsoft, presenting the study, the 2022 Work Trend Index. Declining returns.

Recreation/Entertainment 131

Recreation/Entertainment Interactive Reporting Testing 131

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