IBM Big Data Hub

FEBRUARY 29, 2024

The transition to the foundation model era signifies a substantial change in how professionals use technology to enhance their digital strategies. By using cutting-edge technology, professionals can optimize decision-making processes and enhance operational efficiency.

Modeling 54

Modeling Optimization Interactive Strategy 54

DataRobot

AUGUST 27, 2021

A university can use AI to better manage student applications with a machine learning model that can predict whether a prospective student will apply. AI can help a university predict which alumni to target for donations based on demographic data, records of recent interactions, and their relationship with the university.

Optimization 97

Optimization Cost-Benefit Machine Learning Risk 97

IBM Big Data Hub

JULY 25, 2023

Smart grids turn this model on its head. A smart grid is a digital electricity network that supplies power to consumers using interactive two-way communication, enabling automated, advanced energy delivery and a litany of opportunities for consumers to control their electricity use and costs.

Optimization 60

Optimization Technology Measurement Cost-Benefit 60

Smart Data Collective

MAY 2, 2019

Big data has been especially important for optimizing their marketing campaigns. Besides, you can just pop-in and schedule a meeting with them for face-to-face interactions. Big data is vital for helping SEO companies identify and rectify inefficiencies in their models. Large companies around the world are investing in big data.

Big Data 111

Big Data Optimization Modeling Deep Learning 111

Analytics Vidhya

DECEMBER 19, 2023

This comprehensive guide aims to assist content creators in optimizing their prompts to generate more accurate and relevant AI-generated content. With the increasing reliance on AI in various industries, this guide is set to revolutionize the way we interact with […] The post Are Your Prompts Powerful Enough?

Interactive 206

Interactive Optimization Analytics IT 206

Cloudera

JULY 15, 2021

Across the industry, the pandemic caused a huge breakdown in model performance due to the change in macroeconomic conditions and government stimulus packages. Modeling that was previously well established – for both commercial and consumer lines – became less reliable. Low Probability, High Impact Events Readiness.

Risk 97

Risk Optimization Management Insurance 97

IBM Big Data Hub

MAY 17, 2024

Poorly run implementations of traditional or generative AI in commerce—such as models trained on inadequate or inappropriate data—lead to bad experiences that alienate consumers and businesses. To take one example, AI-facilitated tools like voice navigation promise to upend the way users fundamentally interact with a system.

B2B 70

B2B Interactive Optimization Forecasting 70

IBM Big Data Hub

FEBRUARY 23, 2024

The emergence of NLG has dramatically improved the quality of automated customer service tools, making interactions more pleasant for users, and reducing reliance on human agents for routine inquiries. DL models can improve over time through further training and exposure to more data. billion by 2030.

Enterprise 104

Enterprise Interactive Data-driven Key Performance Indicator 104

DataKitchen

FEBRUARY 27, 2024

Your LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers The rise of Large Language Models (LLMs) such as GPT-4 marks a transformative era in artificial intelligence, heralding new possibilities and challenges in equal measure. DataOps ensures that the data retrieved is relevant, high-quality, and up-to-date.

Data Quality 117

Data Quality Unstructured Data Testing Modeling 117

erwin

MAY 14, 2021

But even though speed is critical, businesses must take the time to model and document new applications for compliance and transparency. For decades, data modeling has been the optimal way to design and deploy new relational databases with high-quality data sources and support application development.

Modeling 80

Modeling Digital Transformation Data-driven Optimization 80

IBM Big Data Hub

AUGUST 7, 2023

Tackling complexities in clinical trial site selection: A playground for a new technology and AI operating model Enrollment strategists and site performance analysts are responsible for constructing and prioritizing robust end-to-end enrollment strategies tailored to specific trials. To do so they require data, which is in no shortage.

Optimization 58

Optimization Forecasting Data-driven Strategy 58

IBM Big Data Hub

JUNE 14, 2023

And then you need highly specialized, expensive and difficult to find skills to work the magic of training an AI model. But that’s all changing thanks to pre-trained, open source foundation models. Sometimes, you don’t know what data a model was trained on because the creators of those models won’t tell you.

Modeling 91

Modeling Data Lake Enterprise Deep Learning 91

IBM Big Data Hub

APRIL 15, 2024

The industry must continually optimize process, improve efficiency, and improve overall equipment effectiveness. Coupled with search and multi-modal interaction, gen AI makes a great assistant. IBM built a workforce advisor that uses summarization and contextual data understanding with intent detection and multi-modal interaction.

Manufacturing 101

Manufacturing Contextual Data Knowledge Discovery Data Lake 101

CIO Business Intelligence

APRIL 25, 2024

With questions around ROI, increasing outlay, and corporate scrutiny on IT cost savings on the rise, CIOs must know not only what contributes to their organization’s overall cloud spend but also how to optimize it. Evolving enterprise needs often outpace the product roadmaps of SaaS cost optimization solutions providers.

Management 124

Management Optimization Strategy Enterprise 124

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Foundation models: The power of curated datasets Foundation models , also known as “transformers,” are modern, large-scale AI models trained on large amounts of raw, unlabeled data.

Risk 76

Risk Modeling Management Metadata 76

Smart Data Collective

MARCH 14, 2022

Data analytics technology is becoming a more important aspect of business models in all industries. Data Analytics is an Invaluable Part of SaaS Revenue Optimization. In this article, we will cover what SaaS sales is, the SaaS cycle, choosing strategies and models, and how to measure the success of SaaS sales. SaaS Sales Models.

Modeling 98

Modeling Analytics Sales Key Performance Indicator 98

CIO Business Intelligence

APRIL 10, 2024

Inferencing has emerged as among the most exciting aspects of generative AI large language models (LLMs). Crunching mathematical calculations, the model then makes predictions based on what it has learned during training. Inferencing funneled through RAG must be efficient, scalable, and optimized to make GenAI applications useful.

Cost-Benefit 135

Cost-Benefit Modeling Strategy Interactive 135

Smart Data Collective

MARCH 28, 2019

Their main focus on collecting big data has been to optimize their business functions. Big data is being used for more effective marketing, optimal customer service, expediting research and development, maximizing product quality and much more. Companies cannot possibly make such delicate design models without the use of big data.

IoT 90

IoT Big Data Internet of Things Optimization 90

Cloudera

OCTOBER 24, 2023

The AI technologies of today—including not just large language models (LLMs) but also deep learning, reinforcement learning, and natural-language processing (NLP) tools—will equip telcos with powerful new automation and analytics capabilities. AI-powered automation is already driving significant margin growth by reducing costs.

Interactive 77

Interactive Data-driven Cost-Benefit Optimization 77

IBM Big Data Hub

FEBRUARY 13, 2024

The compact design and touch-based interactivity seemed like a leap into the future. 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.

Enterprise 124

Enterprise Modeling Testing Data-driven 124

erwin

JUNE 7, 2022

Accordingly, data modelers must embrace some new tricks when designing data warehouses and data marts. Data modeling for the cloud: good database design means “right size” and savings. Now to cover some data modeling basics that applies no matter whether on-premises or in the cloud. Data Modeling. Business Focus.

Data Warehouse 52

Data Warehouse Modeling Sales Data Lake 52

CIO Business Intelligence

JANUARY 22, 2024

EXL predicts that if organizations fully adopt a digital strategy and optimally leverage technology, they could reduce overall administrative expenses by 40% to 50% in the next five years. Adding generative AI to this mix creates a catalyst to dramatically boost productivity and lower costs by assisting human interactions with automation.

Cost-Benefit 105

Cost-Benefit Digital Transformation Data-driven Interactive 105

Laminar Security

DECEMBER 1, 2023

DSPM solutions help organizations achieve data security compliance, reduce data breach risks, optimize cloud costs, and improve data quality, all while enabling data-driven innovation. There are different types of DSPM solutions available in the market, depending on how they interact with the cloud environment.

Modeling 52

Modeling Cost-Benefit Risk Data-driven 52

IBM Big Data Hub

NOVEMBER 6, 2023

Service providers need technology systems with a centralized customer journey log that can track interactions, sentiment and next steps across every touchpoint to deliver a seamless customer experience. Through workload optimization, watsonx.data can reduce the cost of an enterprise’s data warehouse by up to 50%.

Cost-Benefit 109

Cost-Benefit Enterprise ROI Data Warehouse 109

CIO Business Intelligence

NOVEMBER 14, 2022

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions. Model-driven DSS.

Data mining 144

Data mining Data-driven Statistics OLAP 144

Smart Data Collective

SEPTEMBER 13, 2023

Welcome to 2023, the age where screens are more than mere displays; they’re interactive communication portals, awash with data and always hungry for more. Modern digital signage is smart, connected, and more often than not, interactive. This is more than just an HD screen displaying a PowerPoint slideshow.

Big Data 111

Big Data Analytics Interactive Advertising 111

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. This isn’t just valuable for the customer – it allows logistics companies to see patterns at play that can be used to optimize their delivery strategies.

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275

CIO Business Intelligence

MAY 9, 2024

At a high level, a CAIO will need to understand the business well enough to identify where AI can make an impact, whether through new value streams or optimization, Daly says. To that end, CAIOs must break down silos and interact with a multitude of leaders in both lines of business and supporting functions, Daly says.

Risk Management 138

Risk Management Risk Cost-Benefit Technology 138

CIO Business Intelligence

NOVEMBER 20, 2023

If you look at the advances we have seen in AI, with the large amounts of data that large language models can process, we can safely hand off various decisions to machines,” says Prasad Ramakrishnan, CIO & SVP of IT at Freshworks. Sales optimization In sales, AI can provide account reps with the information they need to close deals.

Sales 131

Sales Cost-Benefit Manufacturing Forecasting 131

IBM Big Data Hub

FEBRUARY 8, 2024

And to top it all off, the very nature of HR resists optimization, as employee experiences are hard to quantify, and organizations are difficult to change. Despite these challenges, employees expect their interactions and experiences with a company to live up to their brand values.

Cost-Benefit 95

Cost-Benefit Interactive Modeling Data-driven 95

Jet Global

APRIL 27, 2020

Any company worth its salt uses financial modeling to guide its financial planning and strategic decision-making. Financial modeling offers data-driven, quantitative analysis that tells you where your company stands and where it’s heading. But one model can’t do it all. What Is Financial Modeling? Organic business growth.

Modeling 72

Modeling Forecasting Finance Visualization 72

Cloudera

NOVEMBER 1, 2023

And so we are thrilled to introduce our latest applied ML prototype (AMP) — a large language model (LLM) chatbot customized with website data using Meta’s Llama2 LLM and Pinecone’s vector database. It offers a highly optimized environment for similarity search and personalization, with a dedicated team ensuring continual service enhancement.

Machine Learning 105

Machine Learning Optimization Modeling Interactive 105

CIO Business Intelligence

OCTOBER 16, 2023

The launch of Microsoft-backed OpenAI’s ChatGPT — based on generative AI technology that provides a consumer-ready, conversational interface to large language models — almost instantly spurred what has been likened to a corporate arms race. CEOs have taken notice, and a Gartner, Inc.,

Data-driven 143

Data-driven Software Interactive Technology 143

CIO Business Intelligence

MARCH 12, 2024

The Copilot, which has the ability to connect to multiple large language models (LLMs) via APIs depending on the choice of the enterprise user, comes at no extra charge and Creatio doesn’t impose any limits on number of users, Dovgan added.

IT 98

IT Sales Forecasting Marketing 98

AWS Big Data

MAY 15, 2024

You can use this solution regularly as part of your cost-optimization efforts to safely remove unused EIPs to reduce your costs. Athena is an interactive query service that simplifies data analysis in Amazon Simple Storage Service (Amazon S3) using standard SQL. You need this template.yaml file for the implementation steps.

Snapshot 85

Snapshot Optimization Data Lake Reporting 85

CIO Business Intelligence

OCTOBER 16, 2023

It’s already optimizing employee experiences and business workflows, including software development. For example, engineers can use embedding models or similarity analysis to radically simplify data models and get important details more quickly.

Software 131

Software Data-driven Modeling Machine Learning 131

IBM Big Data Hub

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Most experts categorize it as a powerful, but narrow AI model. A key trend is the adoption of multiple models in production.

Cost-Benefit 95

Cost-Benefit Modeling Manufacturing Interactive 95