Rocket-Powered Data Science

JULY 19, 2023

I recently saw an informal online survey that asked users which types of data (tabular, text, images, or “other”) are being used in their organization’s analytics applications. The results showed that (among those surveyed) approximately 90% of enterprise analytics applications are being built on tabular data.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

Analytics Vidhya

MAY 11, 2023

In a groundbreaking move, IBM has launched Watsonx, an innovative AI platform that empowers enterprises to harness the power of artificial intelligence. With its recent announcement to replace 7,800 jobs with AI, IBM made a bold statement about the future of work.

Enterprise 268

Enterprise Analytics IT Business Analytics 268

Analytics Vidhya

APRIL 26, 2024

Introduction Snowflake Arctic represents a solution for enterprise AI, offering efficiency, openness, and a strong focus on enterprise intelligence. This new model is designed to push the boundaries of cost-effective training and transparency, making it a significant advancement in large language models.

Modeling 283

Modeling Enterprise Analytics IT 283

CIO Business Intelligence

JUNE 4, 2024

Joule, initially integrated into SAP SuccessFactors and SAP Start, and later added to other products, will become part of SAP Ariba, SAP BTP Cockpit, and SAP Analytics Cloud in the second half of this year, the company announced at its Sapphire user conference in Orlando, Florida, this week. That’s where we see the value.”

Enterprise 120

Enterprise Forecasting Sales Modeling 120

CIO Business Intelligence

APRIL 26, 2024

Count TransUnion among the rising tide of enterprises evolving their identities thanks to IT. “We billion acquisition of data and analytics company Neustar in 2021, TransUnion has expanded into other services such as marketing, fraud detection and prevention, and robust analytical services. But following its $3.1

Modeling 96

Modeling IT Machine Learning Data Governance 96

IBM Big Data Hub

FEBRUARY 13, 2024

This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music. Autoregressive models or large language models (LLMs) are used for text and language.

Enterprise 118

Enterprise Modeling Testing Data-driven 118

CIO Business Intelligence

APRIL 4, 2024

Some prospective projects require custom development using large language models (LLMs), but others simply require flipping a switch to turn on new AI capabilities in enterprise software. “AI A human reviews it to make sure it makes sense, and if it does, the AI incorporates that into the learning model,” she says.

Enterprise 131

Enterprise Cost-Benefit Forecasting Sales 131

Analytics Vidhya

MARCH 7, 2024

Persistent Systems, a leader in Digital Engineering and Enterprise Modernization, has unveiled SASVA, an innovative AI platform poised to transform software engineering practices.

Software 286

Software Machine Learning Modeling Enterprise 286

Analytics Vidhya

APRIL 16, 2024

A new era for enterprise search has arrived with the announcement of Cohere Compass private beta launch, a foundation embedding model designed to tackle the complexities of multi-aspect data search. Imagine your enterprise data – emails, invoices, resumes, support tickets, logs, and tables – as a vast, untapped treasure trove.

Enterprise 256

Enterprise Modeling Analytics IT 256

Cloudera

MARCH 6, 2024

As we enter into a new month, the Cloudera team is getting ready to head off to the Gartner Data & Analytics Summit in Orlando, Florida for one of the most important events of the year for Chief Data Analytics Officers (CDAOs) and the field of data and analytics.

Data Analytics 110

Data Analytics Analytics Snapshot Data Processing 110

CIO Business Intelligence

SEPTEMBER 21, 2023

Today’s foundational models are jacks-of-all-trades. Generative AI touches every aspect of the enterprise, and every aspect of society,” says Bret Greenstein, partner and leader of the gen AI go-to-market strategy at PricewaterhouseCoopers. All of PwC’s clients are having this discussion, he says. Gen AI took a few months.

Enterprise 128

Enterprise Consulting Modeling Cost-Benefit 128

Smart Data Collective

MARCH 14, 2022

Data analytics technology is becoming a more important aspect of business models in all industries. They need to leverage analytics strategically to maximize their revenue. Data Analytics is an Invaluable Part of SaaS Revenue Optimization. There are entire analytics interfaces dedicated exclusively to SaaS companies.

Modeling 98

Modeling Analytics Sales Key Performance Indicator 98

IBM Big Data Hub

FEBRUARY 23, 2024

Enterprises can use NLU to offer personalized experiences for their users at scale and meet customer needs without human intervention. DL models can improve over time through further training and exposure to more data. Several natural language subprocesses within NLP work collaboratively to create conversational AI. billion by 2030.

Enterprise 96

Enterprise Interactive Data-driven Key Performance Indicator 96

O'Reilly on Data

FEBRUARY 4, 2019

In a recent survey , we explored how companies were adjusting to the growing importance of machine learning and analytics, while also preparing for the explosion in the number of data sources. As interest in machine learning (ML) and AI grow, organizations are realizing that model building is but one aspect they need to plan for.

Machine Learning 277

Machine Learning Enterprise IoT Big Data 277

CIO Business Intelligence

FEBRUARY 20, 2024

As enterprise CIOs seek to find the ideal balance between the cloud and on-prem for their IT workloads, they may find themselves dealing with surprises they did not anticipate — ones where the promise of the cloud, and cloud vendors, fall short versus the realities of enterprise IT.

Risk 119

Risk Enterprise Strategy Snapshot 119

DataKitchen

JANUARY 3, 2022

Their business unit colleagues ask an endless stream of urgent questions that require analytic insights. Business analysts must rapidly deliver value and simultaneously manage fragile and error-prone analytics production pipelines. In business analytics, fire-fighting and stress are common. Analytics Hub and Spoke.

Business Analytics 245

Business Analytics Analytics Testing Dashboards 245

CIO Business Intelligence

NOVEMBER 1, 2023

There’s indeed a lot of hype around the latest wave of large language models (LLM) and associated tools, yet beneath the noise, there’s a whisper about how the technology will one day become indispensable. But in its current state, it’s just a toolbox.” To fill the gap, many companies complement the real data with synthetic data.

Enterprise 120

Enterprise Digital Transformation Modeling Interactive 120

CIO Business Intelligence

OCTOBER 16, 2023

But getting control of cloud spending can be a persistent challenge for an enterprise focused on making the most of its technology investment. But more organizations are using multiple cloud environments, which can make it difficult to track and align cost and performance insights across an enterprise. in 2023, to $591.8

Optimization 130

Optimization Enterprise Finance Data Processing 130

Cloudera

APRIL 18, 2024

With the arrival of the latest AI-powered technologies like large language models (LLMs) and generative AI (GenAI), there’s a vast amount of opportunities for innovation, growth, and improved business outcomes right around the corner. Do I trust the models to give me useful insights? Do I trust my data to be ready for use in AI?

Analytics 111

Analytics Metadata Data Strategy Optimization 111

erwin

NOVEMBER 13, 2020

The business challenges facing organizations today emphasize the value of enterprise architecture (EA) , so the future of EA is closer than you think. See also: What Is Enterprise Architecture? . Let’s dig into the first two and then look at the role of enterprise architects and how to ensure your EA tools are up to the tasks ahead.

Enterprise 131

Enterprise Digital Transformation Key Performance Indicator Data-driven 131

Smart Data Collective

NOVEMBER 24, 2021

It’s been almost two years since the COVID-19 pandemic started, and now we have enough information to assume that most enterprises weren’t prepared for the crisis. Although teams had vast amounts of data and powerful analytic tools at their fingertips, the pandemic still caught most organizations off guard.

Enterprise 126

Enterprise Testing Business Intelligence Strategy 126

DataRobot Blog

MARCH 8, 2023

Today, SAP and DataRobot announced a joint partnership to enable customers connect core SAP software, containing mission-critical business data, with the advanced Machine Learning capabilities of DataRobot to make more intelligent business predictions with advanced analytics.

Enterprise 105

Enterprise Experimentation Machine Learning Modeling 105

IBM Big Data Hub

JANUARY 3, 2024

Most everyone has heard of large language models, or LLMs, since generative AI has entered our daily lexicon through its amazing text and image generating capabilities, and its promise as a revolution in how enterprises handle core business functions. Enter the world of Large Speech Models, or LSMs. But there’s more.

Modeling 100

Modeling Interactive Metrics Testing 100

Smart Data Collective

AUGUST 30, 2022

Enterprise cloud technology applications are the future industry standard for corporations. Here’s how enterprises use cloud technologies to achieve a competitive advantage in their essential business applications. The model enables easy transfer of cloud services between different geographic regions, either onshore or offshore.

Technology 133

Technology Enterprise Cost-Benefit Testing 133

Rocket-Powered Data Science

MARCH 19, 2021

The determination of winners and losers in the data analytics space is a much more dynamic proposition than it ever has been. But more significant has been the acceleration in the number of dynamic, real-time data sources and corresponding dynamic, real-time analytics applications. trillion by 2030.”.

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

Decision Management Solutions

JULY 16, 2020

Everyone it seems wants to be an analytic enterprise. But what does it mean to be an analytic enterprise? An analytic enterprise applies analytics deeply and broadly. It uses analytics to solve its most critical run-the-business problems.

Enterprise 87

Enterprise Analytics Strategy Analytics Technologies 87

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. An enterprise starts by using a framework to formalize its processes and procedures, which gets increasingly difficult as data science programs grow. What Is Model Risk? Types of Model Risk.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

erwin

AUGUST 13, 2020

For enterprise architecture, success is often contingent on having clearly defined business goals. This is especially true in modern enterprise architecture, where value-adding initiatives are favoured over strictly “foundational,” “keeping the lights on,” type duties. big data, analytics and insights)?

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

CIO Business Intelligence

JUNE 14, 2023

Data and big data analytics are the lifeblood of any successful business. Getting the technology right can be challenging but building the right team with the right skills to undertake data initiatives can be even harder — a challenge reflected in the rising demand for big data and analytics skills and certifications.

Big Data 124

Big Data Data Analytics Analytics Predictive Modeling 124

Ontotext

FEBRUARY 1, 2024

We as a taxonomy community are facing rapid technological change and grappling with where our discipline fits into a world captivated by ChatGPT and other generative models. The challenge of complexity Knowledge models for taxonomy have responded to an increasing need for sophistication and expressiveness.

Enterprise 59

Enterprise Management Metadata Modeling 59

CIO Business Intelligence

SEPTEMBER 19, 2023

And with the rise of generative AI, artificial intelligence use cases in the enterprise will only expand. Rolls-Royce has also found use for AI in predictive maintenance to improve the efficiency of jet engines and reduce the amount of carbon their planes produce, while also streamlining maintenance schedules through predictive analytics.

Enterprise 141

Enterprise Cost-Benefit Optimization Deep Learning 141

Cloudera

MAY 30, 2024

TAI Solutions’ Partnership with Cloudera TAI Solutions has a strategic partnership with Cloudera, leveraging Cloudera’s enterprise data management solutions to provide data-driven insights and digital transformation services to clients, particularly in the financial services industry.

Data Analytics 81

Data Analytics Risk Management Digital Transformation Analytics 81

Smarten

MARCH 7, 2024

Augmented Analytics with ALL Gartner Classified Essential Components AND Auto Insights Too! While none of these is considered ‘new’ in the market today, the combination of essential components and the leveraging of new technologies and features is key to keeping augmented analytics fresh and usable for the average business user.

Analytics 67

Analytics Predictive Modeling Machine Learning Visualization 67

CIO Business Intelligence

DECEMBER 6, 2023

Many enterprises are accelerating their artificial intelligence (AI) plans, and in particular moving quickly to stand up a full generative AI (GenAI) organization, tech stacks, projects, and governance. Likewise, LLM orchestration plans how your app talks to big language models and keeps the conversation on track.

Enterprise 114

Enterprise Strategy Modeling Interactive 114

Smart Data Collective

SEPTEMBER 16, 2020

Predictive analytics, sometimes referred to as big data analytics, relies on aspects of data mining as well as algorithms to develop predictive models. These predictive models can be used by enterprise marketers to more effectively develop predictions of future user behaviors based on the sourced historical data.

Predictive Analytics 121

Predictive Analytics Analytics Predictive Modeling Data mining 121

Smarten

APRIL 25, 2024

How Can I Ensure Data Quality and Gain Data Insight Using Augmented Analytics? These enterprises will typically focus on building a team of data scientists or business analysts to help with this task OR they might take on an augmented analytics initiative to provide access to data and analytics for their business users.

Data Quality 62

Data Quality Analytics Machine Learning Visualization 62