CIO Business Intelligence

OCTOBER 18, 2023

In September 2021, Fresenius set out to use machine learning and cloud computing to develop a model that could predict IDH 15 to 75 minutes in advance, enabling personalized care of patients with proactive intervention at the point of care. CIO 100, Digital Transformation, Healthcare Industry, Predictive Analytics

Predictive Analytics 133

Predictive Analytics Analytics Machine Learning Internet of Things 133

Smart Data Collective

SEPTEMBER 17, 2020

One of the most important benefits of data analytics with lead generation and optimization. There are a number of benefits of integrating data analytics into the lead pipeline. One of the most important benefits of predictive analytics tools in the lead generation process is establishing the ease of conversion.

Data Analytics 135

Data Analytics Optimization Analytics Sales 135

Smarten

MAY 16, 2019

Without a fundamental understanding of how a customer makes a buying decision and how customers choose a product or service, the marketing and advertising process is based only on guesswork, and that guesswork is bound to result in lost revenue and poor optimization of the marketing budget. Learn More: Marketing Optimization.

Predictive Analytics 58

Predictive Analytics Optimization Marketing Analytics 58

CIO Business Intelligence

AUGUST 25, 2023

But things go awry and when they do, Proctor & Gamble now employs its Hot Melt Optimization platform to catch snags and get the process back on track. The project team explored several algorithms, including training neural network models, and found that the Microsoft AI Rules Engine achieved the best results,” Kietermeyer added.

Predictive Analytics 98

Predictive Analytics IoT Manufacturing Analytics 98

CIO Business Intelligence

FEBRUARY 6, 2025

The hype around large language models (LLMs) is undeniable. But heres the question I keep asking myself: do we really need this immense power for most of our analytics? Think about it: LLMs like GPT-3 are incredibly complex deep learning models trained on massive datasets. This article reflects some of what Ive learned.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

Sisense

JANUARY 26, 2020

In Moving Parts , we explore the unique data and analytics challenges manufacturing companies face every day. Building an accurate predictive analytics model isn’t easy. It’s a difficult process, but an effective predictive analytics engine is an enormous asset for any organization.

Predictive Analytics 78

Predictive Analytics Manufacturing Analytics Forecasting 78

Smarten

JANUARY 28, 2020

Predictive Analytics Can Be Accurate and Easy! Predictive analytics is more refined, more dependable and more comprehensive than ever. The foundation for predictive analysis is a great predictive analytics tool, and features and function that include assisted predictive modeling.

Predictive Analytics 69

Predictive Analytics Software Predictive Modeling Analytics 69

Smarten

FEBRUARY 7, 2020

Assisted Predictive Modeling: The Word ‘Assisted’ is the Key! Assisted predictive modeling! It is true that without the skills and knowledge of a data scientist or a business analyst, predictive analysis can be a daunting task. The term sounds complex and intimidating, doesn’t it? The word ‘assisted’ is the key!

Predictive Analytics 69

Predictive Analytics Predictive Modeling Analytics Software 69

Cloudera

SEPTEMBER 10, 2020

Cloudera has been named a Leader in The Forrester Wave : Notebook-Based Predictive Analytics and Machine Learning, Q3 2020. The post Cloudera Named Leader in The Forrester Wave: Notebook-Based Predictive Analytics and Machine Learning, Q3 2020 appeared first on Cloudera Blog. Looking To The Future.

Machine Learning 95

Machine Learning Predictive Analytics Analytics Enterprise 95

AWS Big Data

JANUARY 15, 2025

For container terminal operators, data-driven decision-making and efficient data sharing are vital to optimizing operations and boosting supply chain efficiency. In addition to real-time analytics and visualization, the data needs to be shared for long-term data analytics and machine learning applications.

IoT 110

IoT Machine Learning Metadata Data-driven 110

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. 8) Predictive Analytics In Healthcare. Such use of healthcare data analytics can be linked to the use of predictive analytics as seen previously.

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364

Smarten

MAY 17, 2019

Your business can leverage Assisted Predictive Modeling and Predictive Analytics to integrate and analyze internal and external data and identify key issues, risks, opportunities, scheduling and seasonal issues and resource management. Learn More: Predictive Analytics Using External Data. Customer Targeting.

Predictive Analytics 60

Predictive Analytics Analytics Predictive Modeling Risk Management 60

Smart Data Collective

NOVEMBER 7, 2019

The benefits of predictive analytics for businesses are numerous. However, predictive analytics can be just as valuable for solving employee retention problems. Towards Data Science discusses some of the benefits of predictive analytics with employee retention. There are three ways to deal with this issue…”.

Predictive Analytics 70

Predictive Analytics Analytics Cost-Benefit Risk 70

Sisense

FEBRUARY 18, 2021

Predictions like those, indeed predictive analytics itself, rely on a deep understanding of the past and present, expressed by data. New to the idea of predictive analytics? Defining predictive analytics. Predictive analytics use data to create an outline of the future.

Predictive Analytics 66

Predictive Analytics Business Intelligence Analytics Manufacturing 66

Smarten

MAY 14, 2019

If a business wishes to optimize inventory, production and supply, it must have a comprehensive demand planning process; one that can forecast for customer segment growth, seasonality, planned product discounting or sales, bundling of products, etc. Marketing Optimization. Predictive Analytics Using External Data.

Predictive Analytics 58

Predictive Analytics Analytics Predictive Modeling Forecasting 58

Smarten

MAY 13, 2019

An enterprise can leverage predictive analytics to identify the most likely areas and actors that will be involved in fraudulent activities and by developing fraud detection models, the enterprise can reduce the cost and the negative impact to the business reputation and to the bottom line. Marketing Optimization.

Predictive Analytics 11

Predictive Analytics Analytics Predictive Modeling Risk 11

Smarten

NOVEMBER 26, 2018

Your Business Users Will LOVE Predictive Analytics Tools! Predictive Analytics used to involve a crystal ball but, today, there are other options and they are more widely accepted in the business community!

Predictive Analytics 58

Predictive Analytics Predictive Modeling Analytics Forecasting 58

Smarten

MAY 17, 2019

These are just some of the examples of use cases that effectively illustrate how your business can benefit from predictive analytics in real-world scenarios. The benefits of advanced analytics and assisted predictive modeling are too numerous to provide a complete list here. Marketing Optimization.

Predictive Analytics 66

Predictive Analytics Forecasting Analytics Predictive Modeling 66

Smart Data Collective

OCTOBER 6, 2023

Data analytics technology has helped retail companies optimize their business models in a number of ways. One of the biggest benefits of data analytics is that it helps companies improve stability during times of uncertainty. There are a number of huge benefits of using data analytics to identify seasonal trends.

Management 130

Management Analytics Predictive Analytics Cost-Benefit 130

Smarten

MAY 15, 2019

If an organization is going to successfully target customers and make optimal use of its marketing budget, it must understand customer buying behavior, and categorize its products and services to target the right customer segments and preferences. Marketing Optimization. Predictive Analytics Using External Data.

Predictive Analytics 53

Predictive Analytics Analytics Recreation/Entertainment Predictive Modeling 53

Smarten

MAY 17, 2019

Predictive analytics can help the business to understand online buying behavior, and when, where and how to serve ads, market products and offer discounts or other incentives. Predictive analytics will help you optimize your marketing budget and improve brand loyalty. Marketing Optimization. Quality Control.

Predictive Analytics 53

Predictive Analytics Marketing Analytics Predictive Modeling 53

Smart Data Collective

AUGUST 29, 2022

Top ML approaches to improve your analytics. Today, there are many advanced ML approaches that you can use to enhance your analytics and gain valuable insights on how to optimize business processes, improve decision-making, build the right customer relationships, and leverage your market proposition. Predictive analytics.

Analytics 132

Analytics Predictive Analytics Machine Learning Insurance 132

Smarten

MAY 15, 2019

With predictive analytics, the business can leverage data from various systems and software to take the guesswork out of production equipment maintenance and anticipate routine maintenance. Marketing Optimization. Predictive Analytics Using External Data. Customer Targeting. Customer Churn. Fraud Mitigation.

Predictive Analytics 10

Predictive Analytics Management Analytics Cost-Benefit 10

Smarten

MAY 13, 2019

The cost of acquiring a new customer includes marketing and advertising, resources and personnel, customer support, search engine optimization and more. Use Predictive Analytics to identify at risk customers and issues that will impact customer churn and customer retention. Marketing Optimization. Maintenance Management.

Predictive Analytics 53

Predictive Analytics Analytics Predictive Modeling Advertising 53

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. A testament to the rising role of optimization in logistics. Why are logistics companies so interested in optimization?

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

Smarten

MAY 14, 2019

Having solid processes in place will optimize resources and budgets and ensure swift and accurate execution of new product rollout, product and service delivery and the consistency and quality of the business offerings. Marketing Optimization. Predictive Analytics Using External Data. Learn More: Quality Control.

Predictive Analytics 53

Predictive Analytics Analytics Predictive Modeling Manufacturing 53

Smart Data Collective

JANUARY 27, 2021

A number of new predictive analytics algorithms are making it easier to forecast price movements in the cryptocurrency market. Conversely, if predictive analytics models suggest that the value of a cryptocurrency price is likely to decrease, more investors are likely to sell off their cryptocurrency holdings.

Machine Learning 140

Machine Learning Forecasting Predictive Analytics Marketing 140

Smarten

SEPTEMBER 28, 2022

Apply Predictive Analytics to Specific Business Use Cases for Real Results! Gartner has predicted that, ‘Overall analytics adoption will increase from 35% to 50%, driven by vertical and domain-specific augmented analytics solutions.’ Marketing Optimization. Predictive Analytics Using External Data.

Predictive Analytics 52

Predictive Analytics Analytics Predictive Modeling Forecasting 52

Smarten

MARCH 23, 2020

Predictive Analytics for Business Users = Assisted Predictive Modeling! These types of decision-making can be particularly dangerous to your business when they are applied to predicting and forecasting. Are you tired of using guesswork and opinions to make business decisions?

Predictive Analytics 52

Predictive Analytics Forecasting Predictive Modeling Analytics 52

Smarten

MAY 16, 2019

Augmented analytics can also identify the need for training, the types of jobs that are most at risk of frequent turnover, the key skills for a particular position and the probability of advancement. Marketing Optimization. Predictive Analytics Using External Data. Learn More: Human Resource Attrition. Customer Targeting.

Predictive Analytics 53

Predictive Analytics Analytics Predictive Modeling Cost-Benefit 53

Smarten

MAY 14, 2019

Use Predictive Analytics to test theories and hypotheses, and identify opportunities for cross-selling and upselling in your product and service portfolio. We invite you to explore other use cases and discover how predictive analytics, and assisted predictive modeling can help your business to achieve its goals.

Predictive Analytics 53

Predictive Analytics Analytics Predictive Modeling Advertising 53

CIO Business Intelligence

JULY 5, 2022

Business analytics is the practical application of statistical analysis and technologies on business data to identify and anticipate trends and predict business outcomes. What are the benefits of business analytics? What is the difference between business analytics and business intelligence? This is the purview of BI.

Business Analytics 136

Business Analytics Prescriptive Analytics Data mining Diagnostic Analytics 136

CIO Business Intelligence

MARCH 30, 2022

became CIO in 2020, he and his leadership team defined a new digital strategy and IT operating model to bring the full force of digital technologies to the company’s customers and employees. This model gives our clients greater access to the full scope of our expertise and allows us to be more responsive to client needs. Yes, we have.

Modeling 98

Modeling IT IoT Internet of Things 98

datapine

AUGUST 14, 2019

Data science tools are used for drilling down into complex data by extracting, processing, and analyzing structured or unstructured data to effectively generate useful information while combining computer science, statistics, predictive analytics, and deep learning. Source: mathworks.com. thousands of pre-built algorithms.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

CIO Business Intelligence

MAY 21, 2024

The platform includes six core components and uses multiple types of AI, such as generative, machine learning, natural language processing, predictive analytics and others, to deliver results. IDC finds organizations are embracing the digital business world, but they need assistance from their technology resources,” she said.

Forecasting 126

Forecasting Predictive Analytics Machine Learning Data-driven 126

Smart Data Collective

OCTOBER 13, 2021

Over time, it is true that artificial intelligence and deep learning models will be help process these massive amounts of data (in fact, this is already being done in some fields). How is Data Virtualization performance optimized? Prescriptive analytics. for scalable performance in demanding environments.

Visualization 145

Visualization Cost-Benefit Big Data Prescriptive Analytics 145

CIO Business Intelligence

MARCH 19, 2025

Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams. However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive.

IT 59

IT Data Governance Data-driven Metrics 59