CIO Business Intelligence

MAY 24, 2024

During his 53-minute keynote, Nadella showcased updates around most of the company’s offerings, including new large language models (LLMs) , updates to Azure AI Studio , Copilot Studio , Microsoft Fabric , databases offerings , infrastructure , Power Platform , GitHub Copilot , and Microsoft 365 among others.

Uncertainty 86

Uncertainty Enterprise Modeling Software 86

O'Reilly on Data

MAY 25, 2021

OpenAI’s text generating system GPT-3 has captured mainstream attention. GPT-3 is essentially an auto-complete bot whose underlying Machine Learning (ML) model has been trained on vast quantities of text available on the Internet. Open source projects such as EleutherAI have drawn inspiration from GPT-3.

Modeling 346

Modeling Marketing Testing Machine Learning 346

CIO Business Intelligence

MAY 8, 2024

Generative AI presents an incredible new opportunity to empower every knowledge worker to get more value from their documents and work more productively. Generative AI presents an incredible new opportunity to empower every knowledge worker to get more value from their documents and work more productively.

Enterprise 119

Enterprise Sales Finance Reporting 119

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. 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.

Modeling 275

Modeling Machine Learning Risk Advertising 275

CIO Business Intelligence

NOVEMBER 20, 2023

As a technology professional, seeing how artificial intelligence (AI) and generative AI/large language models can improve and save lives makes me think about the significant difference this can have on families and communities worldwide–including mine. Today, that same sequence can be completed in 24 hours 3. Here’s why.

Cost-Benefit 121

Cost-Benefit Unstructured Data Modeling Structured Data 121

CIO Business Intelligence

OCTOBER 30, 2023

Artificial intelligence (AI) is reshaping our world. CIOs are responsible for much more than IT infrastructure; they must drive the adoption of innovative technology and partner closely with their data scientists and engineers to make AI a reality–all while keeping costs down and being cyber-resilient. And it’s getting bigger.

Unstructured Data 142

Unstructured Data Optimization Data-driven Strategy 142

IBM Big Data Hub

MARCH 4, 2024

We have all been witnessing the transformative power of generative artificial intelligence (AI), with the promise to reshape all aspects of human society and commerce while companies simultaneously grapple with acute business imperatives. We refer to this transformation as becoming an AI+ enterprise.

Enterprise 107

Enterprise ROI Risk Strategy 107

IBM Big Data Hub

MAY 8, 2024

Using process mining methodologies unveils latent opportunities for enhancing operational efficiencies, thereby allowing clients to achieve quick wins and build momentum for larger-scale transformations. Some of the key use cases are as follows: Process analysis: Mine critical processes for process behaviors, deviations and KPIs.

Measurement 91

Measurement Technology Visualization Optimization 91

IBM Big Data Hub

MARCH 14, 2024

This is exacerbated by the increasing challenges of platform scaling, skilling, cybersecurity and the explosion of data volumes. Businesses aiming to derive value from business outcomes through their cloud investments and harness the potential of artificial intelligence (AI) must adopt an intentional approach.

ROI 76

ROI Business Objectives Cost-Benefit Enterprise 76

CIO Business Intelligence

MARCH 5, 2024

AI’s honeymoon with the enterprise is coming to an end. But even though IT decision-makers will be scrutinizing AI and automation investments, you can rest assured they will invest. But that’s about to change, said Fleming, as executive leadership seeks to understand how AI and automation benefit the bottom line.

Key Performance Indicator 112

Key Performance Indicator Cost-Benefit KPI Software 112

Cloudera

MARCH 14, 2024

It was validating to see that AI wasn’t just a fringe topic – it was the protagonist. We clearly saw how much potential AI holds to help create and foster new business opportunities, forge stronger partnerships, find new avenues for dialogue, and achieve more efficient use of emerging technologies.

Risk 105

Risk Enterprise Machine Learning Testing 105

AWS Big Data

MAY 9, 2024

Amazon Redshift Serverless provides a fully managed, petabyte-scale, auto scaling cloud data warehouse to support high-concurrency analytics. Redshift Serverless auto scales during usage spikes, enabling enterprises to cost-effectively help meet changing business demands.

Testing 83

Testing Cost-Benefit Optimization Reporting 83

CIO Business Intelligence

APRIL 4, 2023

The CIO as a key driver for the future of work Many CIOs will say IT is involved in laying the foundation for the future of work at their organizations, but usually in a supporting role. The ensuing conversation usually reveals a telling disconnect that CIOs should remedy for the health of their companies.

Digital Transformation 142

Digital Transformation Data-driven Business Driver Finance 142

AWS Big Data

MARCH 13, 2024

For building any generative AI application, enriching the large language models (LLMs) with new data is imperative. OpenSearch Service supports petabyte-scale data with the ability to create multiple indexes on text and vector data. This is where the Retrieval Augmented Generation (RAG) technique comes in.

Data Processing 117

Data Processing Dashboards Machine Learning Management 117

Rocket-Powered Data Science

OCTOBER 16, 2020

Artificial intelligence (AI) has become one of the most significant emerging technologies of the past few years. Some market estimates anticipate that AI will contribute 16 trillion dollars to the global GDP (gross domestic product) by 2030. But it was not just a snapshot on the state of AI in 2020.

Strategy 198

Strategy Insurance Snapshot Digital Transformation 198

CIO Business Intelligence

FEBRUARY 23, 2024

The rise of AI has also been increasing and has greatly affected the way cybersecurity could be enhanced at the same time allowing cyber criminals well-versed with AI to launch more sophisticated attacks against their victims and making themselves harder to detect and/or defend against.

IoT 106

IoT Internet of Things Testing Reporting 106

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

CIO Business Intelligence

JANUARY 20, 2023

Topping the list of executive priorities for 2023—a year heralded by escalating economic woes and climate risks—is the need for data driven insights to propel efficiency, resiliency, and other key initiatives. Many companies have been experimenting with advanced analytics and artificial intelligence (AI) to fill this need. But, how?

Analytics 134

Analytics Key Performance Indicator Unstructured Data IoT 134

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.

Metadata 77

Metadata Risk Experimentation Dashboards 77

IBM Big Data Hub

FEBRUARY 13, 2024

Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.”

Enterprise 125

Enterprise Modeling Testing Data-driven 125

O'Reilly on Data

MARCH 24, 2020

On the machine learning side, we are entering what Andrei Karpathy, director of AI at Tesla, dubs the Software 2.0 This is the garbage in, garbage out principle: flawed data going in leads to flawed results, algorithms, and business decisions. Data collected for one purpose can have limited use for other questions.

Machine Learning 346

Machine Learning Statistics Data Quality Modeling 346

IBM Big Data Hub

MARCH 21, 2024

Artificial intelligence (AI) is revolutionizing industries by enabling advanced analytics, automation and personalized experiences. Enterprises have reported a 30% productivity gain in application modernization after implementing Gen AI. This flexibility ensures optimal performance without over-provisioning or underutilization.

Optimization 68

Optimization Software Data-driven Consulting 68

AWS Big Data

MAY 1, 2024

Data skew can arise from various factors, including uneven data distribution, skewed join keys, or uneven data processing patterns. Identifying and handling data skew issues is key to having good performance on Apache Spark and therefore on AWS Glue jobs that use Spark as a backend. In this section, we discuss how to use the Spark UI.

Broadcasting 83

Broadcasting Optimization Metrics Interactive 83

Smart Data Collective

MAY 17, 2023

AI technology has become crucial for modern businesses trying to maintain a competitive edge in the 21st Century. Around 35% of businesses are already using AI and another 42% plan to use it in the future. Businesses are also using AI-driven ERP software. Using ERP software that utilizes AI technology will change this process.

Enterprise 94

Enterprise Cost-Benefit Software Data-driven 94

CIO Business Intelligence

NOVEMBER 7, 2023

Huawei, with its global presence and extensive campus facilities, has positioned itself as a key player in this transformation. In the government sector, Huawei offers the High-Quality Government Small & Medium Scale Campus Office Network Solution, ensuring smooth video conferencing experiences.

IoT 122

IoT Digital Transformation Sales Uncertainty 122

CIO Business Intelligence

NOVEMBER 27, 2023

ChatGPT, Stable Diffusion, and DreamStudio–Generative AI are grabbing all the headlines, and rightly so. Gen AI will become a fundamental part of how enterprises manage and deliver IT services and how business users get their work done. Developing and deploying successful AI can be an expensive process with a high risk of failure.

Risk 129

Risk Cost-Benefit Modeling Optimization 129

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. More people are working with AI. We were interested in answering two questions. Executive Summary.

Enterprise 356

Enterprise Modeling Risk Manufacturing 356

CIO Business Intelligence

SEPTEMBER 26, 2023

But even as we remember 2023 as the year when generative AI went ballistic, AI and its ML (machine learning) sidekick have been quietly evolving over several years to yield eye-opening insights and problem-solving productivity for IT organizations. What’s inside AIOps AIOps’ software engine is all about accelerating IT/DevOps.

IT 137

IT Key Performance Indicator Software Metadata 137

O'Reilly on Data

MAY 18, 2020

All this change could wreak havoc on artificial intelligence (AI) systems. The most common types of AI systems are still only as good as their training data. If there’s no historical data that mirrors our current situation, we can expect our AI systems to falter , if not fail. What is an incident when it comes to an AI system?

Risk 359

Risk Modeling Data Processing Software 359

CIO Business Intelligence

MAY 8, 2024

AI-powered data integration One of the most promising advancements in data integration is the integration of artificial intelligence (AI) and machine learning (ML) technologies. AI-powered data integration tools leverage advanced algorithms and predictive analytics to automate and streamline the data integration process.

Data Integration 59

Data Integration IoT Cost-Benefit Data Quality 59

AWS Big Data

MARCH 12, 2024

Using AI coding solutions is also an integral part of this process. For example, Adaptive Query Execution in Spark 3 brings significant performance and cost improvements. This is a guest post co-written with Brandon Abear, Dinesh Sharma, John Bush, and Ozcan IIikhan from GoDaddy. PB of data from its data center to EMR on EC2.

Cost-Benefit 98

Cost-Benefit Optimization Big Data Metrics 98

CIO Business Intelligence

JULY 10, 2023

Most business leaders don’t need convincing about the power of AI: nearly 60% surveyed last year by Zendesk said they plan to increase their investment by at least 25% this year. IDC predicts that 40% of the Global 2000 will augment their human staff with AI digital co-workers by 2025. most months.

Risk 67

Risk Technology IT 67

Andrew White

JANUARY 12, 2021

Predicts 2021: Data and Analytics Strategies to Govern, Scale and Transform Digital Business : By 2024, 30% of organizations will invest in data and analytics governance platforms, thus increasing the business impact of trusted insights and new efficiencies. By 2024, 10% of digital commerce orders will be predicted and initiated by AI.

Analytics 144

Analytics Metadata Enterprise Data-driven 144

IBM Big Data Hub

MAY 17, 2024

An examination of cloud capabilities and maturity is a key component of this digital transformation and cloud adoption presents tremendous upside. An examination of cloud capabilities and maturity is a key component of this digital transformation and cloud adoption presents tremendous upside. Why move to cloud?

Modeling 96

Modeling Cost-Benefit Optimization Digital Transformation 96

CIO Business Intelligence

AUGUST 30, 2023

In my previous column in May, when I wrote about generative AI uses and the cybersecurity risks they could pose , CISOs noted that their organizations hadn’t deployed many (if any) generative AI-based solutions at scale. What a difference a few months makes. Here’s what I learned.

Enterprise 132

Enterprise Risk Measurement Software 132

Smart Data Collective

DECEMBER 1, 2022

As we look ahead to 2022, there are four key trends that organizations should be aware of when it comes to big data: cloud computing, artificial intelligence, automated streaming analytics, and edge computing. The Emergence of AI-Driven Big Data. AI-driven data is the next generation of big data. The Rise of Streaming Analytics.

Big Data 140

Big Data Internet of Things Data-driven IoT 140

AWS Big Data

MARCH 14, 2024

Kafka’s versatility shines in supporting key messaging patterns, treating messages as basic logs or structured key-value stores. As we continue to innovate and scale, Kafka remains a steadfast companion, enabling us to build a resilient and efficient infrastructure. We hadn’t updated Kafka version 2.0.0

Management 113

Management Insurance Optimization Strategy 113