IBM Big Data Hub

OCTOBER 17, 2023

Artificial Intelligence technology can predict future variability in the processes and the resultant impact on yield, quality and energy consumption. Such optimization of the processes reduces energy consumption and in turn reduces both energy emission and process emission.

Modeling 101

Modeling Optimization Manufacturing Forecasting 101

Smart Data Collective

JANUARY 19, 2023

Reasons for Cost Optimization Cost optimization is an important part of any organization’s DevOps strategy. By optimizing costs, organizations can maximize their profits and keep up with the ever-changing business landscape. But what are some of the reasons why DevOps teams should consider cost optimization?

Optimization 112

Optimization Cost-Benefit Software Measurement 112

Dataiku

MARCH 26, 2024

As these technologies become more prevalent — especially with Generative AI evolving and advancing as quickly as it is — it's crucial for business leaders (who are analytics and AI enthusiasts!) to understand the nuances behind model optimization, particularly the concept of fine-tuning.

Modeling 75

Modeling Machine Learning Data-driven Optimization 75

IBM Big Data Hub

MARCH 21, 2024

In this blog, we’ll explore seven key strategies to optimize infrastructure for AI workloads, empowering organizations to harness the full potential of AI technologies. High-performance computing systems Investing in high-performance computing systems tailored for AI accelerates model training and inference tasks.

Optimization 64

Optimization Software Data-driven Consulting 64

Cloudera

DECEMBER 19, 2023

There, I met with IT leaders across multiple lines of business and agencies in the US Federal government focused on optimizing the value of AI in the public sector. As also expected, most had experimented on their own with large language models (LLM) and image generators. Our government leaders had several suggestions: Start small.

Optimization 86

Optimization Cost-Benefit Unstructured Data Risk 86

IBM Big Data Hub

FEBRUARY 15, 2024

The product uses bleeding edge technology to isolate and understand the human voice in noisy conditions while simultaneously supporting a natural, free-flowing conversation between the customer placing the order and the voice agent. .” The cacophony would challenge even the most experienced human order taker.

Technology 88

Technology Machine Learning Optimization Modeling 88

CIO Business Intelligence

JULY 23, 2023

Optimization also rose to the top of IT leaders’ lists: 67% measure success within their IT organization by better optimizing resources. Optimizing IT resources—namely infrastructure, processes, and people—fuels digital transformation and modernization, which drives businesses to keep pace in today’s tough economy.

Optimization 84

Optimization IT Digital Transformation Uncertainty 84

IBM Big Data Hub

MAY 9, 2023

Data must be laboriously collected, curated, and labeled with task-specific annotations to train AI models. Building a model requires specialized, hard-to-find skills — and each new task requires repeating the process. ” These large models have lowered the cost and labor involved in automation.

Enterprise 131

Enterprise Technology Modeling Cost-Benefit 131

CIO Business Intelligence

APRIL 29, 2024

While traditional approaches to bridging the profitability gap, like layoffs and budget cuts, can harm company culture, an innovative and practical alternative is capitalizing on technology budgets. Capitalizing on technology budgets presents a viable solution. Tracy’s team of around 30 people couldn’t support that model.

Technology 64

Technology Cost-Benefit Data-driven Finance 64

CIO Business Intelligence

NOVEMBER 16, 2023

It’s the fastest-moving new technology in history. A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. We’ll definitely work with different providers and different models,” she says.

Modeling 139

Modeling Enterprise Marketing Sales 139

CIO Business Intelligence

MARCH 22, 2022

Nvidia is hoping to make it easier for CIOs building digital twins and machine learning models to secure enterprise computing, and even to speed the adoption of quantum computing with a range of new hardware and software. Nvidia claims it can do so up to 45,000 times faster than traditional numerical prediction models.

Modeling 138

Modeling Machine Learning Forecasting Optimization 138

Smart Data Collective

SEPTEMBER 10, 2023

We have talked at length about the benefits of cloud technology. In the ever-evolving landscape of networking solutions, cloud-based Network-as-a-Service (NaaS) has emerged as a transformative technology. Scalability: NaaS allows for easy scaling of services as needed, ensuring optimal performance.

Technology 106

Technology Cost-Benefit Data Processing Software 106

Smart Data Collective

FEBRUARY 9, 2022

Analytics technology has become an invaluable aspect of modern financial trading. Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Helps you to determine areas of abnormal losses and profits to optimize your trading algorithm.

Visualization 133

Visualization Optimization Analytics Testing 133

Smart Data Collective

SEPTEMBER 10, 2022

Big data technology has helped many companies improve efficiency and address some of the top challenges they have encountered in recent years. A growing number of businesses have invested in AI to improve their business models. As a result, the market for AI technology is projected to be worth over $420 billion by 2028.

Marketing 127

Marketing Technology Advertising Optimization 127

DataRobot

JULY 27, 2021

In a global marketplace where decision-making needs to happen with increasing velocity, data science teams often need not only to speed up their modeling deployment but also do it at scale across their entire enterprise. This allows for the pipelining of incredibly complex inference models.

Optimization 98

Optimization Modeling Machine Learning Deep Learning 98

Ontotext

JULY 24, 2023

I did some research because I wanted to create a basic framework on the intersection between large language models (LLM) and data management. The technology is very new and not well understood. LLM is by its very design a language model. Prompting is an iterative process and is dependent on the models the LLM is trained on.

Modeling 98

Modeling Management Structured Data Data Architecture 98

Smart Data Collective

AUGUST 17, 2021

If your workflows are optimized, then you can save staff time, reduce errors, and function more professionally as a whole. Data analytics technology can help bolster efficiency in all of these regards. Here are some of the top ways to better optimize enterprise workflows with machine learning and data analytics technology.

Data-driven 119

Data-driven Optimization Enterprise Cost-Benefit 119

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 52

Modeling Optimization Interactive Strategy 52

CIO Business Intelligence

NOVEMBER 18, 2022

To optimize cloud investments, C-level executives are increasingly adopting cloud financial operations (FinOps). In this article, I’ll explore common cloud optimization and FinOps challenges and strategies for overcoming them. Then they must choose a financial model, whether an even split, fixed, or proportional model.

Optimization 91

Optimization KPI Key Performance Indicator Cost-Benefit 91

CIO Business Intelligence

JUNE 2, 2022

Hot technologies for banks also include 5G , natural language processing (NLP) , microservices architecture , and computer vision, according to Forrester’s recent Top Emerging Technologies in Banking In 2022 report. 5G aids customer service. 5G aids customer service. 5G aids customer service.

Predictive Analytics 145

Predictive Analytics Technology Analytics Machine Learning 145

Cloudera

DECEMBER 20, 2022

With the right insights, energy production from renewable assets can be optimized and better predict the future of supply and demand. This scenario suggests that in the not too distant future, there will be a large “long-tail” of producers that will have to be taken into account for any production forecasting model.

Optimization 80

Optimization Data Analytics Analytics Cost-Benefit 80

Analytics Vidhya

AUGUST 23, 2023

In the fast-paced world of technology, collaboration often leads to groundbreaking innovations. It promises customized models, advanced applications, and an optimized AI experience. This time, two tech giants, VMware and NVIDIA, are teaming up to bring a game-changing solution.

Enterprise 197

Enterprise Optimization Modeling Technology 197

Smart Data Collective

JULY 20, 2022

A growing number of businesses use big data technology to optimize efficiency. Part of the reason is that they focus almost entirely on the technology itself without a clear plan for leveraging it effectively. There are also a number of ways that you can use big data technology to improve your lean decision-making strategies.

Data-driven 123

Data-driven Optimization Big Data Data Strategy 123

Smart Data Collective

DECEMBER 19, 2021

Besides, libraries like Pandas and Numpy make Python one of the most efficient technologies available in the market. With technological advancement, information has become one of the most valuable elements in this modern era of science. Python as a Data Processing Technology. Hence, data preprocessing is essential and required.

Optimization 135

Optimization Machine Learning Data mining Statistics 135

IBM Big Data Hub

SEPTEMBER 12, 2023

The UK government’s Ecosystem of Trust is a potential future border model for frictionless trade, which the UK government committed to pilot testing from October 2022 to March 2023. The models also reduce private sector customs data collection costs by 40%.

Testing 88

Testing Modeling Cost-Benefit Consulting 88

Decision Management Solutions

MAY 14, 2020

James, thank you for the opportunity to guest blog in your series on Decision Optimization. As James has discussed, optimizing decisions can be complex, requiring the management of many conflicting trade-offs, but often with huge benefits. Automation – laborious tasks happen automatically, key tasks are guided by technology.

Optimization 75

Optimization Key Performance Indicator Strategy KPI 75

CIO Business Intelligence

FEBRUARY 1, 2023

As organizations of all stripes continue their migration to the cloud, they are coming face to face with sometimes perplexing cost issues, forcing them to think hard about how best to optimize workloads, what to migrate, and who exactly is responsible for what. It’s an issue that’s coming to the fore with the steady migration to the cloud.

Optimization 111

Optimization Cost-Benefit Consulting Strategy 111

Smart Data Collective

APRIL 20, 2022

Any company that wants to implement a successful marketing strategy needs to invest in analytics technology. Despite the naysayers emphasizing the importance of shifting towards an online marketing model, they realize it is still an incredible method for finding out what your clients need and how to readily speak to them.

Strategy 101

Strategy Optimization Analytics B2B 101

Smart Data Collective

MAY 8, 2022

Countless industries are using data analytics technology to get better insights into customer attitudes and improve their relationships with them. Data Analytics Transforms the Fleet Management Industry’s Customer Service Model. Data analytics can help with everything from improving driver safety to boosting route efficiency.

Optimization 102

Optimization Data Analytics Management Analytics 102

CIO Business Intelligence

JUNE 24, 2022

Approximately 61% of APAC organizations have failed to build robust and successful digital business business models, primarily due to unsound practices of enterprise architecture (EA) teams, according to a report from Forrester. Enterprise architecture is key to success. “To

Modeling 105

Modeling Digital Transformation Data Architecture Data-driven 105

Timo Elliott

FEBRUARY 8, 2023

New cloud platform technologies have unleashed new opportunities for business model innovation. With the help of services partner AGILITA , the customer portal was built in just days using design thinking approaches and the SAP Business Technology Platform.

Modeling 98

Modeling Cost-Benefit Optimization Machine Learning 98

Jedox

JUNE 24, 2021

Marketing and sales operations are a relatively new function in the go-to-market process that enables marketing and sales to operate efficiently and deliver desired business outcomes through people, process, technology and data. The post How to Optimize Marketing and Sales Operations appeared first on Jedox.

Sales 95

Sales Marketing Optimization Metrics 95

CIO Business Intelligence

AUGUST 29, 2023

IBM is an iconic American technology brand. Central to IBM’s business model is leveraging ecosystem partnerships, such as the one between IBM and VMware. Hear from IBM on the unique solutions that allow customers to take advantage of the hybrid world and more on VMware’s Partner Executive Edge.

Technology 96

Technology Digital Transformation Marketing Risk 96

CDW Research Hub

NOVEMBER 23, 2022

Organizations today use hundreds of applications and a mix of new and legacy technologies to keep business running. Organizations can better integrate their applications and systems to achieve optimal performance by using hub-and-spoke integration.

Modeling 90

Modeling Enterprise Optimization Strategy 90

Smarten

JUNE 14, 2023

To the technology industry, AI and new market entries like ChatGPT provide a crucial foundation for new products and services. GPT, or Generative Pre-Trained Transformer, is a Large Language Model (LLM). If we are to safely and securely optimize its potential, GPT must be managed as it evolves.

Optimization 52

Optimization IT Digital Transformation Consulting 52