CIO Business Intelligence

APRIL 25, 2024

During the summer of 2023, at the height of the first wave of interest in generative AI, LinkedIn began to wonder whether matching candidates with employers and making feeds more useful would be better served with the help of large language models (LLMs). Those first waves of hype around generative AI didn’t help.

IT 126

IT Experimentation Cost-Benefit Metrics 126

Cloudera

NOVEMBER 1, 2023

Elevate your AI applications with our latest applied ML prototype At Cloudera, we continuously strive to empower organizations to unlock the full potential of their data, catalyzing innovation and driving actionable insights. High-level overview of real-time data ingest with Cloudera DataFlow to Pinecone vector database.

Machine Learning 104

Machine Learning Optimization Modeling Interactive 104

CIO Business Intelligence

OCTOBER 13, 2023

Generative AI is quickly changing the landscape of the business world, with rapid adoption rates across nearly every industry. Businesses are turning to gen AI to streamline business processes, develop proprietary AI technology, and reduce manual efforts in order to free up employees to take on more intensive tasks.

Deep Learning 143

Deep Learning Machine Learning Modeling Software 143

AWS Big Data

JANUARY 17, 2024

it’s now effortless to integrate with AI/ML models to power semantic search and other use cases. We recommend configuring AI/ML connectors to AWS AI and ML services (such as Amazon SageMaker or Amazon Bedrock ) or third-party alternatives. Starting with version 2.9 Starting with version 2.9

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Dashboards Data Processing Modeling Machine Learning 95

CIO Business Intelligence

JUNE 7, 2022

But the success of their AI initiatives depends on more than just data and technology — it’s also about having the right people on board. An effective enterprise AI team is a diverse group that encompasses far more than a handful of data scientists and engineers. Data scientists are the core of any AI team. Data scientist.

Machine Learning 145

Machine Learning Data Science Consulting Metrics 145

CIO Business Intelligence

DECEMBER 14, 2023

The Einstein 1 platform , in turn, is a data engine with a low code and no code interface that is designed to let enterprises connect data to build AI-based applications. The Einstein Trust Layer is based on a large language model (LLM) built into the platform to ensure data security and privacy.

Unstructured Data 116

Unstructured Data Structured Data Enterprise Business Intelligence 116

Smart Data Collective

SEPTEMBER 25, 2023

AI technology has had a tremendous impact on the cybersecurity profession. More organizations are investing in it than ever, especially as they struggle to cope with the growing threat of hackers using AI to commit more brazen attacks. One of the ways they can improve on this is by using a Software Bill of Materials (SBOM).

Software 112

Software Risk Data-driven IT 112

O'Reilly on Data

MARCH 26, 2024

Copyright was intended to incentivize cultural production: in the era of generative AI, copyright won’t be enough. Generative AI Has a Plagiarism Problem ChatGPT, for example, doesn’t memorize its training data, per se. So then, as it turns out, next-word prediction (and all the sauce on top) can reproduce chunks of training data.

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Modeling Machine Learning Risk Advertising 277

DataRobot Blog

DECEMBER 6, 2022

Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results. Other organizations are just discovering how to apply AI to accelerate experimentation time frames and find the best models to produce results. Improve Customer Conversion Rates with AI.

Experimentation 145

Experimentation Forecasting Data-driven Machine Learning 145

Dataiku

JUNE 27, 2023

When it comes to safely scaling AI , Dataiku prides itself on the variety of features and tools available for users who wish to build pipelines in a governed and responsible way.

Enterprise 59

Enterprise Modeling IT 59

IBM Big Data Hub

OCTOBER 16, 2023

Artificial intelligence (AI) adoption is still in its early stages. As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks.

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Risk Modeling Management Metadata 77

IBM Big Data Hub

MAY 2, 2023

The introduction of generative AI systems into the public domain exposed people all over the world to new technological possibilities, implications, and even consequences many had yet to consider. We are at a critical inflection point in AI’s development, deployment, and use , and its potential to accelerate human progress.

Risk 105

Risk Modeling Technology Interactive 105

IBM Big Data Hub

JANUARY 11, 2024

And there’s no reason why mainframe applications wouldn’t benefit from agile development and smaller, incremental releases within a DevOps-style automated pipeline. Critical applications and systems of record are using these core systems as part of a hybrid infrastructure. But change is inevitable, as technical debt is piling up.

Digital Transformation 109

Digital Transformation Modeling Deep Learning Visualization 109

Ontotext

OCTOBER 11, 2023

Repeatability – end-to-end pipelines and automations to allow for extensions to more domains. Can AI Become Responsible? Responsible AI and LLMs was Andreas Blumauer’s second talk during the conference. Are LLMs Knowledgeable? Scalability – a significant cost reduction for
scale-ups.

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Metadata Cost-Benefit Marketing Modeling 69

IBM Big Data Hub

MAY 9, 2023

It is well known that Artificial Intelligence (AI) has progressed, moving past the era of experimentation to become business critical for many organizations. While the promise of AI isn’t guaranteed and may not come easy, adoption is no longer a choice. So what is stopping AI adoption today? It is an imperative.

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Metadata Risk Experimentation Dashboards 78

CIO Business Intelligence

APRIL 2, 2024

Over the past decade, CIOs have invested significantly in digital transformation initiatives in an effort to improve customer experiences, build data analytics capabilities, and deliver productivity enhancements with automation. Unfortunately, the business impact of many digital transformations continues to fall short of expectations.

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Management Digital Transformation Testing Experimentation 140

DataRobot Blog

MARCH 8, 2023

After a custom ML model is prepared, users can subsequently deploy these ML models to SAP AI core using automated model-deployment pipelines, and continue monitoring those models in production for accuracy and performance. Enterprises can extend AI capabilities to meet their specific needs, using SAP Business Technology Platform.

Enterprise 105

Enterprise Experimentation Machine Learning Modeling 105

O'Reilly on Data

APRIL 19, 2021

During the first weeks of February, we asked recipients of our Data & AI Newsletter to participate in a survey on AI adoption in the enterprise. First, we wanted to understand how the use of AI grew in the past year. In our 2020 survey, which reached the same audience, we had 1,239 responses. Executive Summary.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

AWS Big Data

JANUARY 9, 2024

2023 was a year of rapid innovation within the artificial intelligence (AI) and machine learning (ML) space, and search has been a significant beneficiary of that progress. What users expect from search engines has evolved over the years. Just returning lexically relevant results quickly is no longer enough for most users.

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Cost-Benefit Visualization Modeling Machine Learning 90

IBM Big Data Hub

DECEMBER 20, 2023

Artificial intelligence (AI) is a transformative force. By giving machines the growing capacity to learn, reason and make decisions, AI is impacting nearly every industry, from manufacturing to hospitality, healthcare and academia. Without an AI strategy, organizations risk missing out on the benefits AI can offer.

Strategy 79

Strategy Business Objectives Cost-Benefit Consulting 79

O'Reilly on Data

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. The average salary for data and AI professionals who responded to the survey was $146,000. The average salary for data and AI professionals who responded to the survey was $146,000. Executive Summary. Demographics.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

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. IBM Global AI Adoption Index 2022.).

Metadata 102

Metadata Risk Risk Management Experimentation 102

IBM Big Data Hub

MAY 25, 2023

IBM Consulting has established a Center of Excellence for generative AI. It stands alongside IBM Consulting’s existing global AI and Automation practice, which includes 21,000 data and AI consultants who have conducted over 40,000 enterprise client engagements. The CoE is off to a fast start.

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Consulting Experimentation Machine Learning Modeling 108

CIO Business Intelligence

OCTOBER 11, 2023

If most CIOs are still focused on operational concerns, does the business need a new digital leader with a title that’s reflective of fresh roles and responsibilities? A lot of what we do is about building capabilities. The rapid rise of artificial intelligence — and generative AI more specifically — adds a further layer of complexity.

Technology 137

Technology Enterprise Strategy Risk 137

AWS Big Data

NOVEMBER 9, 2023

Building a data platform involves various approaches, each with its unique blend of complexities and solutions. In this post, we delve into a case study for a retail use case, exploring how the Data Build Tool (dbt) was used effectively within an AWS environment to build a high-performing, efficient, and modern data platform.

Data Warehouse 102

Data Warehouse Testing Data Quality Reporting 102

IBM Big Data Hub

JULY 19, 2023

The exponential leap in generative AI is already transforming many industries: optimizing workflows , helping human teams focus on value added tasks and accelerating time to market. Life sciences industry is beginning to take notice and aims to leapfrog the technological advances.

Consulting 65

Consulting Machine Learning Manufacturing Optimization 65

CIO Business Intelligence

FEBRUARY 14, 2024

Generative AI continues to dominate IT projects for many organizations, with two thirds of business leaders telling a Harris Poll they’ve already deployed generative AI tools internally, and IDC predicting spend on gen AI will more than double in 2024. But the usual laundry list of priorities for IT hasn’t gone away.

IT 143

IT Metadata Data-driven Management 143

IBM Big Data Hub

JANUARY 12, 2024

The integration of artificial intelligence (AI) has ushered in a new era of technological progress, offering a spectrum of benefits across industries. AI’s potential to revolutionize operations, enhance decision-making and drive innovation is undeniable.

Data-driven 104

Data-driven Interactive Data Processing Technology 104

IBM Big Data Hub

SEPTEMBER 19, 2023

Overview: Data science vs data analytics Think of data science as the overarching umbrella that covers a wide range of tasks performed to find patterns in large datasets, structure data for use, train machine learning models and develop artificial intelligence (AI) applications.

Data Science 84

Data Science Data Analytics Prescriptive Analytics Analytics 84

CIO Business Intelligence

MARCH 26, 2024

Enterprise CIOs have always been at a disadvantage competing with tech firms for skilled IT pros, but accelerated transformation efforts and an AI gold rush have significantly intensified the talent war, prompting CIOs to increasingly turn to outside firms for help.

Recreation/Entertainment 124

Recreation/Entertainment Consulting Metrics Enterprise 124

CIO Business Intelligence

JANUARY 9, 2024

Few technologies have provoked the same amount of discussion and debate as artificial intelligence, with workers, high-profile executives, and world leaders waffling between praise and fears over AI. IT leaders say they’re discussing everything from the costs of AI implementations to whether AI is the existential threat to humanity some fear.

IT 140

IT Risk Cost-Benefit Enterprise 140

CIO Business Intelligence

NOVEMBER 27, 2023

We supported Girls Who Code’s summer program, which just completed its eighth session, with skill building opportunities for students aged 18 to 25. Roughly 26% of tech jobs in the US are held by women, a decrease from about 33% in 2019, according to CompTIA’s 2023 State of the Tech Workforce report.

Technology 105

Technology Forecasting Data Science Reporting 105

IBM Big Data Hub

NOVEMBER 29, 2023

By leveraging AI for real-time event processing, businesses can connect the dots between disparate events to detect and respond to new trends, threats and opportunities. AI and event processing: a two-way street An event-driven architecture is essential for accelerating the speed of business.

Unstructured Data 92

Unstructured Data Data-driven ROI Machine Learning 92

Ontotext

FEBRUARY 14, 2024

In the UK, there’s an old saying “Don’t wear your coat indoors, or you won’t feel the benefit when you go out”. In the same way, it’s good to know what you need to have in place to feel all the benefits knowledge graphs can bring. Based on our experience, we’ve found that there are some common stumbling blocks. Let’s have a look at those.

Recreation/Entertainment 105

Recreation/Entertainment Data Integration Modeling Data Quality 105

CIO Business Intelligence

SEPTEMBER 18, 2023

When the timing was right, Chavarin honed her skills to do training and coaching work and eventually got her first taste of technology as a member of Synchrony’s intelligent virtual assistant (IVA) team, writing human responses to the text-based questions posed to chatbots.

IT 136

IT Cost-Benefit Technology Business Intelligence 136

Smart Data Collective

APRIL 13, 2021

A robust Artificial Intelligence or AI-based virtual assistant can supercharge your lead conversion process and optimize your marketing and sales teams’ performance. If you’re looking for other AI conversational marketing platforms besides Conversica, then this guide is for you. Exceed.ai’s AI assistant works 24/7. How Exceed.ai

Marketing 131

Marketing Sales Cost-Benefit Optimization 131

CIO Business Intelligence

JULY 14, 2023

Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations. Since the release of ChatGPT last November, interest in generative AI has skyrocketed. Every company will be doing that,” he adds. “In

Modeling 98

Modeling Machine Learning Cost-Benefit B2B 98