CIO Business Intelligence

OCTOBER 30, 2023

Getting the right and optimal responses out of GenAI models requires fine-tuning with industry and company-specific data. That includes solid infrastructure with the core tenets of scale, security, and performance–all with optimized costs. That’s because data is often siloed across on-premises, multiple clouds, and at the edge.

Unstructured Data 143

Unstructured Data Optimization Data-driven Strategy 143

erwin

JUNE 27, 2019

The need for an effective data modeling tool is more significant than ever. For decades, data modeling has provided the optimal way to design and deploy new relational databases with high-quality data sources and support application development. Evaluating a Data Modeling Tool – Key Features.

Measurement 81

Measurement Modeling Unstructured Data Metadata 81

CIO Business Intelligence

FEBRUARY 12, 2024

Technology business management (TBM) broadened the scope to help align resources with business goals, followed by FinOps which organizations use to track and optimize cloud software spending. Multicloud estates heighten cost complexity However, the IT landscape has become far more distributed of late.

Cost-Benefit 119

Cost-Benefit Optimization Strategy Software 119

DataRobot

OCTOBER 19, 2021

On average, DataRobot forecasts had a 21 percent lower rate of error than all other published competing models over a six to eight week period. At the time, much of the available data was limited and inaccurate as a result of forecasting based on traditional—and outdated— epidemiological modeling. White Paper.

Forecasting 98

Forecasting Predictive Modeling Optimization Testing 98

CIO Business Intelligence

SEPTEMBER 23, 2024

Without a way to define and measure data confidence, AI model training environments, data analytics systems, automation engines, and so on must simply trust that the data has not been simulated, corrupted, poisoned, or otherwise maliciously generated—increasing the risks of downtime and other disasters.

Manufacturing 122

Manufacturing Internet of Things Metadata Risk 122

Smart Data Collective

APRIL 1, 2020

Big data is the lynchpin of the Software as a Service (SaaS) business model. Panoply, a big data innovator, has talked about a new model called Data as a Service, which is a variation of the same idea. Big data is used at every junction of the SaaS model. SaaS Model Relies on Big Data Innovation. So, the question comes.

Metrics 101

Metrics Big Data Machine Learning Optimization 101

CIO Business Intelligence

MAY 12, 2022

While viable general-purpose quantum computing is still a way off, D-Wave Systems has just deployed its third cloud-based quantum annealing system and has updated its coding tools to tackle new categories of enterprise optimization problems. Optimizing optimization. Gate-based vs. annealing quantum systems.

Optimization 98

Optimization Enterprise Optimization Data Processing Marketing 98

Cloudera

AUGUST 12, 2021

However, the important role data occupies extends beyond customer experience and revenue, as it becomes increasingly central in optimizing internal processes for the long-term growth of an organization. These models are then used for anomaly detection or inferences about what will happen. . Risk Management.

Data-driven 111

Data-driven Manufacturing Insurance Risk Management 111

Smart Data Collective

NOVEMBER 20, 2022

One of the most significant benefits of leveraging analytics in manufacturing is with marketing optimization and automation. Several studies claim that Big Data has penetrated various aspects of everyday life, but it has also become vital for optimizing manufacturing processes. Optimize your website. Publish content frequently.

Manufacturing 136

Manufacturing Marketing Data Analytics Analytics 136

CIO Business Intelligence

DECEMBER 10, 2024

AWS provides diverse pre-trained models for various generative tasks, including image, text, and music creation. Google is making strides in developing specialized AI models, such as those tailored for healthcare applications like ultrasound image interpretation. This can be a challenging task.

Strategy 105

Strategy Data-driven Cost-Benefit Machine Learning 105

CIO Business Intelligence

OCTOBER 23, 2023

In today’s uncertain economic landscape, it is no surprise that organizations are driven to optimize business costs. It’s a win-win scenario when moving to an as-a-service model. 2 Based on an IDC White Paper commissioned by Dell Technologies and Intel: The Business Value of APEX as a Service Solutions, August 2021.

Cost-Benefit 105

Cost-Benefit Uncertainty Digital Transformation Optimization 105

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. In addition, large language models can both summarize massive amounts of data and create new, original content.

Cost-Benefit 105

Cost-Benefit Digital Transformation Data-driven Interactive 105

O'Reilly on Data

APRIL 9, 2019

I can see the extensive data engineering that went into their model, but it’s never called out during the talk. An example of a moderately complicated data pipeline is to start optimizing your storage with a correctly used NoSQL database that uses a binary format like Avro. These models won’t go into production yet.”

Data Science 279

Data Science Big Data Management ROI 279

CIO Business Intelligence

APRIL 29, 2024

Kate Vitasek / University of Tennessee A University of Tennessee white paper — Unpacking Competitive Bidding Methods: The Essential ABCs of the Various RFX Methods — provides insight into the what, why, and how of the most popular bid methods. Why do transaction-based approaches fall short for more strategic relationships?

Data Processing 98

Data Processing Modeling Measurement Risk 98

CIO Business Intelligence

MARCH 22, 2022

To allow business units to access and use the data in a cost-effective, secure manner, you can create an analytics-as-a-service model. To learn more, read our white paper, “Moving AI solutions from concept to production.”. Consider deploying analytics-as-a-service . Intel® Technologies Move Analytics Forward.

Analytics 115

Analytics Key Performance Indicator Data Warehouse Data-driven 115

CIO Business Intelligence

OCTOBER 23, 2023

To get the compute resources they need while also optimizing energy efficiency, some enterprises—and the service providers they partner with—look to position data centers in colder environments, far away from major population centers. For instance, you could deploy in Finland to take advantage of the local climate.

Enterprise 124

Enterprise Digital Transformation Strategy Data Processing 124

CIO Business Intelligence

AUGUST 18, 2023

For organizations seeking a collaborative win-win approach to outsourcing, the Vested sourcing business model is worth consideration. Pivot to an outcome-based business model Most outsourcing arrangements are traditionally built around a transactional model. Under the Vested model, the buyer specifies “what” they want.

Measurement 98

Measurement Modeling Risk Management 98

CIO Business Intelligence

DECEMBER 10, 2024

Companies in various industries are now relying on artificial intelligence (AI) to work more efficiently and develop new, innovative products and business models. We encourage our teams to experiment with different AI models and platforms and explore new application fields. The games industry is no exception. The KAWAII frontend.

Data-driven 98

Data-driven Metadata Interactive KPI 98

IBM Big Data Hub

OCTOBER 31, 2023

The increasing demands for computers to match the higher fidelity simulations and modeling workloads, more competition, and the need to bring products to market faster mean that EDA HPC environments are continually growing in scale. This third application is referred to as silicon lifecycle management (SLM).

Manufacturing 84

Manufacturing Software Marketing Optimization 84

Jet Global

APRIL 2, 2019

Many of the features frequently attributed to AI in business, such as automation, analytics, and data modeling aren’t actually features of AI at all. Cubes are multi-dimensional datasets that are optimized for analytical processing applications such as AI or BI solutions. Get Insight Now.

Enterprise 80

Enterprise OLAP Business Intelligence Internet of Things 80

DataKitchen

FEBRUARY 21, 2023

By Robert Thanaraj , Ehtisham Zaidi , and 2 more. Gartner suggests in the article that successful Data Engineering teams have two crucial challenges. How to optimize Data Team Productivity – essentially that teams should avoid adding more bodies whenever they have more work that needs to be done.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

IBM Big Data Hub

JANUARY 9, 2024

We’ve found in this new IBM-sponsored IDC white paper that the shift to delivering IT-as-a-service is foundational and extends the strategic transformation of IT infrastructure, adding even more value to the business. This is what the “fit-for-purpose” model of XaaS is out to achieve.

Digital Transformation 66

Digital Transformation Business Driver Optimization Data-driven 66

DataKitchen

MAY 10, 2021

Since 2008, teams working for our founding team and our customers have delivered 100s of millions of data sets, dashboards, and models with almost no errors. Best practices include continuous monitoring of machine learning models for degradations in accuracy. . See our white paper, “ A Guide to DataOps Tests ,” for more information.

Testing 214

Testing Manufacturing Data Quality Statistics 214

Smart Data Collective

FEBRUARY 28, 2023

Although Bridgewater Associates brought the risk parity fund to the market, they didn’t define the word until 2005, when Edward Qian of PanAgora Asset Management used it for the first time in a white paper he published. However, finetuning these models is a big part of the process.

Machine Learning 94

Machine Learning Risk Cost-Benefit Marketing 94

Sisense

JUNE 24, 2021

Understanding data on learning habits and preferences is key to optimizing learning and development (L&D) outcomes in the evolving workplace. Learning Pool’s white paper Measuring the Modern Learner Experience explains how an LRS specifically stores xAPI statements, which at their most basic level combine an actor, a verb, and an object.

Analytics 83

Analytics Measurement Dashboards Optimization 83

Jet Global

MARCH 5, 2019

AI, colloquially, is used to refer to a number of computer-powered business decision drivers, including automation (not AI), data modeling (not AI), and reporting and analytics (also not AI). Learn more about how AI fits into enterprise business (and how it doesn’t) in our white paper: From AI to BI: Understanding AI in Business.

Business Intelligence 75

Business Intelligence OLAP Visualization Machine Learning 75

IBM Big Data Hub

MARCH 8, 2024

For example, on a 5G network, enterprises can create use cases or business models and assign them their own independent virtual network, dramatically improving the user experience for their employees by adding greater customizability and security.

IoT 97

IoT Broadcasting Internet of Things Technology 97

Occam's Razor

MARCH 23, 2010

My problem with these mistruths and FUD is that they result in a ton of practitioners and companies making profoundly sub optimal choices, which in turn results in not just much longer slogs but also spectacular career implosions and the entire web analytics industry suffering. This is sad. Even a little frustrating. Aim for this.

Analytics 119

Analytics Consulting Metrics Experimentation 119

Cloudera

FEBRUARY 17, 2021

As a matter of fact, these new challenges gave way to tremendous opportunities for businesses to optimize their key success metrics by leveraging technology. Check out this awesome white paper that explains why Cloudera has the best Kafka ecosystem in the industry today. If you are interested, you can watch it on-demand as well.

Metrics 60

Metrics Digital Transformation Manufacturing Technology 60

DataRobot

OCTOBER 20, 2021

It is a key component of developing responsible AI, and promotes trust not only in AI concepts but also in individual AI models. allows stakeholders to evaluate the most suitable models for deployment and is paramount for organizations scaling and operationalizing AI systems. WHITE PAPER. What Is Data Literacy?

Machine Learning 52

Machine Learning Metrics Deep Learning Risk 52

Jet Global

AUGUST 14, 2019

The optimized data warehouse isn’t simply a number of relational databases cobbled together, however—it’s built on modern data storage structures such as the Online Analytical Processing (or OLAP) cubes. Cubes are multi-dimensional datasets that are optimized for analytical processing applications such as AI or BI solutions.

Enterprise 70

Enterprise OLAP Business Intelligence Cost-Benefit 70

Insight

JUNE 10, 2019

In 2016, Uber published its Uber Elevate White Paper , setting its aspirations on providing on-demand air taxis from San Francisco to San Jose for about $130. Transfer learning applied to ResNet50 CNN Training results The final accuracy of the model, when tested on a subset of the training data, was 97%.

Breakeven 69

Breakeven Modeling Testing Marketing 69

Occam's Razor

NOVEMBER 15, 2010

Go download the white papers. Google Analytics (sub optimally) calls this Other. This site simply engages in one night stands, and while I can think of some sites where that can still be the basis of a long term sustainable business model. Step #8: Can the Marketing Budget be optimized? Go to the add to cart page.

Reporting 140

Reporting Metrics Strategy Measurement 140

Jet Global

OCTOBER 7, 2020

While this makes D365 F&SCM data available for cleansing and preparation, the Azure Data Lake stack is complex as it comprises multiple tools and requires new skills, meaning for many customers it may be overkill, as we explained in a recent white paper. Enterprise Business Intelligence.

Data Warehouse 90

Data Warehouse OLAP Reporting Finance 90

Jet Global

OCTOBER 2, 2019

The optimized data warehouse isn’t simply a number of relational databases cobbled together, however—it’s built on modern data storage structures such as the Online Analytical Processing (or OLAP) cubes. Cubes are multi-dimensional datasets that are optimized for analytical processing applications such as AI or BI solutions.

Enterprise 40

Enterprise OLAP Business Intelligence Cost-Benefit 40

Alation

JANUARY 25, 2022

Just like Gartner, we’re confident building out this capability will optimize productivity, business optimization, and user experience. These two resources can help you get started: White paper: How to Evaluate a Data Catalog. Valuable metadata is the invisible architecture. What can we learn from these hidden systems?

Metadata 52

Metadata IT Data-driven Metrics 52

datapine

OCTOBER 21, 2020

Now that we live longer, treatment models have changed and many of these changes are namely driven by data. and could provide a model for the EU to follow. Both descriptive and predictive analytics models can enhance decisions for negotiating pricing, reducing the variation in supplies, and optimizing the ordering process as a whole.

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364