Smart Data Collective

MAY 8, 2022

The fleet management sector is among those driving the growing demand. Many fleet management companies were reluctant to embrace the power of big data a decade ago. Verizon Connect has talked at length about the benefits of using big data to streamline many business operations for fleet management. Managing Driver Workload.

Optimization 103

Optimization Data Analytics Management Analytics 103

CIO Business Intelligence

OCTOBER 16, 2023

Upchurch is an accomplished IT executive with more than 24 years of experience leading global managed hosting, managed application, cloud, and SaaS organizations. Going back after the fact to optimize for cost while you’re still trying to operate and grow can make things even harder.” Cloud Computing

Optimization 131

Optimization Enterprise Finance Data Processing 131

Analytics Vidhya

FEBRUARY 22, 2023

Introduction Suppose you are appearing in an interview for the manager or senior role.

Management 300

Management Optimization Analytics IT 300

Cloudera

JULY 15, 2021

We recently hosted a roundtable focused on o ptimizing risk and exposure management with data insights. For financial institutions and insurers, risk and exposure management has always been a fundamental tenet of the business. Now, risk management has become exponentially complicated in multiple dimensions. .

Risk 96

Risk Optimization Management Insurance 96

IBM Big Data Hub

APRIL 29, 2024

VeloxCon 2024 , the premier developer conference that is dedicated to the Velox open-source project, brought together industry leaders, engineers, and enthusiasts to explore the latest advancements and collaborative efforts shaping the future of data management.

Management 67

Management Optimization Data Processing Metrics 67

CIO Business Intelligence

FEBRUARY 13, 2024

Oracle is adding new capabilities to its Supply Chain and Manufacturing (SCM) Fusion Cloud to help enterprises manage their logistics. The combination of the data along with machine learning models will aid enterprises in making faster decisions around global logistics, the company said in a statement. billion in 2021.

Management 116

Management Forecasting Machine Learning Business Intelligence 116

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.

Optimization 85

Optimization Cost-Benefit Unstructured Data Risk 85

IBM Big Data Hub

JULY 5, 2023

However, cloud services costs can be higher than anticipated, so monitoring and optimizing your cloud spend is critical. Cloud cost optimization combines strategies, techniques, best practices and tools to help reduce cloud costs, find the most cost-effective way to run your applications in the cloud environment, and maximize business value.

Optimization 68

Optimization Forecasting ROI Metrics 68

KDnuggets

OCTOBER 25, 2022

As more businesses experiment with data, they realize that developing a machine learning (ML) model is only one of many steps in the ML lifecycle.

Machine Learning 145

Machine Learning Optimization Management Modeling 145

IBM Big Data Hub

OCTOBER 17, 2023

They are also trying alternate fuels, which come with their own challenges of alternate fuel availability, and the ability to manage processes with fuel-mixes. Such optimization of the processes reduces energy consumption and in turn reduces both energy emission and process emission.

Modeling 104

Modeling Optimization Manufacturing Forecasting 104

Smart Data Collective

OCTOBER 6, 2023

Data analytics technology has helped retail companies optimize their business models in a number of ways. One major factor businesses should keep a close eye on to manage these fluctuations effectively is capacity utilization. Inventory management is also key.

Management 116

Management Analytics Predictive Analytics Cost-Benefit 116

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 114

Optimization Cost-Benefit Software Measurement 114

IBM Big Data Hub

MARCH 29, 2024

Imagine a future where artificial intelligence (AI) seamlessly collaborates with existing supply chain solutions, redefining how organizations manage their assets. But what if you could optimize even further? Let’s look at some of those challenges to generative AI for asset performance management. Undoubtedly.

Management 88

Management Structured Data Modeling Data Governance 88

IBM Big Data Hub

OCTOBER 16, 2023

AI governance refers to the practice of directing, managing and monitoring an organization’s AI activities. It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Foundation models can use language, vision and more to affect the real world.

Risk 75

Risk Modeling Management Metadata 75

IBM Big Data Hub

APRIL 9, 2024

” Watsonx.data lets organizations optimize workloads for different uses. Preparing and annotating data IBM watsonx.data helps organizations put their data to work, curating and preparing data for use in AI models and applications. “We also pull in video, which is where we add the commentary and embed it into the clips.”

Management 84

Management IT Machine Learning Metrics 84

Analytics Vidhya

NOVEMBER 24, 2023

Leveraging Large Language Models (LLMs) such as OpenAI’s GPT-3.5 for project optimization in customer support introduces a unique perspective. Introduction In the fast-paced world of customer support efficiency and responsiveness are paramount.

Optimization 296

Optimization Modeling Analytics Management 296

Cloudera

NOVEMBER 29, 2023

That’s why we’re excited to announce the Cloudera Model Registry as generally available, a game-changer that’s set to transform the way you manage your machine learning models in production environments. That’s where the Model Registry steps in. That’s where the Model Registry steps in.

Modeling 82

Modeling Machine Learning Metadata Metrics 82

CIO Business Intelligence

NOVEMBER 18, 2022

But when not managed strategically in the long run, cloud spending can quickly escalate and impact margins, cost of goods sold (COGS), and cost of revenue (COR). To optimize cloud investments, C-level executives are increasingly adopting cloud financial operations (FinOps). This strategy aligns well with the concept of a smart cloud.

Optimization 91

Optimization KPI Key Performance Indicator Cost-Benefit 91

BizAcuity

APRIL 1, 2023

Teradata Database provides an information repository system , along with support for various tools and utilities, making it a complete and active relational database management system. It supports a hybrid storage model in which frequently accessed data is stored in SSD whereas rarely accessed data is stored on HDD.

Optimization 52

Optimization Data Warehouse Management Modeling 52

Smart Data Collective

OCTOBER 13, 2021

It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. Figuring out the best pricing model can be tricky. By processing and analyzing big amounts of data, they can help you establish optimized pricing plans. Hire machine learning to make optimal pricing decisions.

Machine Learning 125

Machine Learning Optimization Software Modeling 125

CIO Business Intelligence

NOVEMBER 16, 2023

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. But there’s a problem with it — you can never be sure if the information you upload won’t be used to train the next generation of the model. It’s not trivial,” she says.

Modeling 136

Modeling Enterprise Marketing Sales 136

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Management 332

Management Machine Learning Experimentation Metrics 332

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

O'Reilly on Data

NOVEMBER 13, 2018

Considerations for a world where ML models are becoming mission critical. As the data community begins to deploy more machine learning (ML) models, I wanted to review some important considerations. Before I continue, it’s important to emphasize that machine learning is much more than building models. Model lifecycle management.

Machine Learning 220

Machine Learning Risk Management Statistics 220

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Let’s dive right into how DirectX visualization can boost analytics and facilitate testing for you as an Algo-trader, quant fund manager, etc. Enables animation and object modeling of 3D charts for better analysis and testing.

Visualization 133

Visualization Optimization Analytics Testing 133

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. Accessibility – easy sharing of data, models, and assets. Monitor & Review.

Optimization 75

Optimization Key Performance Indicator Strategy KPI 75

Cloudera

DECEMBER 20, 2022

The move toward renewable energy has a distinct and significant impact on energy generation and distribution that needs to be carefully managed. With the right insights, energy production from renewable assets can be optimized and better predict the future of supply and demand. Intelligent network management.

Optimization 79

Optimization Data Analytics Analytics Cost-Benefit 79

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. 3 Do they have Data Management Services as part of their portfolio?

Optimization 111

Optimization Cost-Benefit Consulting Strategy 111

CIO Business Intelligence

JULY 3, 2023

For the last 30 years, the dream of being able to collect, manage and make use of the collected knowledge assets of an organization has never been truly realized. But the rise of large language models (LLMs) is starting to make true knowledge management (KM) a reality.

Management 105

Management Experimentation Modeling Enterprise 105

IBM Big Data Hub

JULY 25, 2023

Smart grids turn this model on its head. To manage, analyze and interpret this data, utilities rely on advanced software and analytics tools. This software, and the insights it provides, can help providers predict demand patterns, identify potential issues and optimize the distribution network.

Optimization 59

Optimization Technology Measurement Cost-Benefit 59

IBM Big Data Hub

MAY 1, 2023

Google Cloud Platform (GCP) enables customers to build, manage and deploy modern, scalable applications to achieve digital business success. In this blog post, we will review the various methods of GCP cloud cost management, what problems they address and how GCP users can best use them. Learn more about IBM Turbonomic.

Optimization 84

Optimization ROI Consulting Dashboards 84

BizAcuity

SEPTEMBER 22, 2022

Teradata Database provides an information repository system , along with support for various tools and utilities, making it a complete and active relational database management system. It supports a hybrid storage model in which frequently accessed data is stored in SSD whereas rarely accessed data is stored on HDD.

Optimization 52

Optimization Data Warehouse Management Modeling 52

IBM Big Data Hub

MAY 1, 2024

Unlocking the full potential of supply chain management has long been a goal for businesses that seek efficiency, resilience and sustainability. In the age of digital transformation, the integration of advanced technologies like generative artificial intelligence brings a new era of innovation and optimization.

Forecasting 77

Forecasting Optimization Digital Transformation Risk 77

CIO Business Intelligence

DECEMBER 18, 2023

A primary fear is that employees, partners, and organizational stakeholders might share everything from private data to source code into public large language models (LLMs), expose proprietary information and intellectual property, or reveal vulnerabilities to exploit. government’s attention.

Enterprise 114

Enterprise Management Risk Uncertainty 114

IBM Big Data Hub

APRIL 25, 2023

Now, let’s chat about why data warehouse optimization is a key value of a data lakehouse strategy. Read our blog on solving today’s challenges with a lakehouse architecture Value of data warehouse optimization Since its introduction over a century ago, the gasoline-powered engine has remained largely unchanged.

Optimization 57

Optimization Strategy Data Warehouse Cost-Benefit 57

Decision Management Solutions

APRIL 22, 2020

And even if, somehow, you manage to wrap your brain around the trade offs and come up with a “best” strategy, the world won’t stay still. As we noted earlier , you can use models to define the relationships between the elements of your decision and your business results. But decision optimization is not a one-off exercise.

Optimization 66

Optimization Strategy Metrics Modeling 66

Smart Data Collective

JULY 20, 2022

A growing number of businesses use big data technology to optimize efficiency. For CEOs and company managers, it is crucial not to waste time and resources on tasks that do not make a significant contribution to the company, but instead are a waste. This data doesn’t just help with inventory management.

Data-driven 124

Data-driven Optimization Big Data Data Strategy 124