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

MAY 17, 2019

There is a lot of information within your enterprise, and being able to analyze that information is crucial to decision-making and to managing your business and predicting results with efficiency and accuracy. Learn More: Predictive Analytics Using External Data. Maintenance Management. Customer Targeting.

Predictive Analytics 58

Predictive Analytics Analytics Predictive Modeling Risk Management 58

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. Learn More: Maintenance Management. Predictive Analytics Using External Data. Customer Targeting. Customer Churn.

Predictive Analytics 10

Predictive Analytics Management Analytics Cost-Benefit 10

Smarten

MAY 31, 2022

When combined with Citizen Data Scientist initiatives, the adoption and use of predictive modeling and forecasting techniques can be a boon to any enterprise. Team members who have access to augmented analytics and assisted predictive modeling can plan better, predict more accurately and dependably meet goals and objectives.

Predictive Analytics 67

Predictive Analytics Analytics Predictive Modeling Prescriptive Analytics 67

Jedox

MAY 17, 2022

Predictive analytics is a discipline that’s been around in some form since the dawn of measurement. We’ve always been trying to predict the future; go back in history to look at prognosticators like Nostradamus and many other prophets. A Brief History of Predictive Analytics. What is Predictive Analytics?

Predictive Analytics 83

Predictive Analytics Finance Analytics Forecasting 83

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. Maintenance Management.

Predictive Analytics 65

Predictive Analytics Forecasting Analytics Predictive Modeling 65

Smarten

MAY 13, 2019

The good news is that a business can more readily and effectively anticipate fraud by identifying the signs and signals that indicate a problem and creating strategies and processes to monitor and manage risk so that the incidence of fraud is significantly decreased. Maintenance Management. Predictive Analytics Using External Data.

Predictive Analytics 11

Predictive Analytics Analytics Predictive Modeling Risk 11

Smarten

MAY 14, 2019

Predictive analytics uses data integrated from appropriate data sources, and augmented analytics allows the business to anticipate production demands, plan for new locations and markets and predict targeted customer buying behavior and changes in product demand across multiple market segments. Maintenance Management.

Predictive Analytics 56

Predictive Analytics Analytics Predictive Modeling Forecasting 56

Smarten

MAY 16, 2019

Predictive analytics can help a business develop a profile for a target customer and segment, combine external and internal data like macroeconomics and competitive data, and define marketing and advertising messages and techniques for each segment to optimize the marketing budget and improve the competitive advantage. Customer Churn.

Predictive Analytics 56

Predictive Analytics Optimization Marketing Analytics 56

Smarten

AUGUST 5, 2022

Can Predictive Analytics Provide Accurate Results for My Business Without Burdening My Users? If your business is struggling to forecast and predict outcomes and results, your management team is probably considering predictive analytics. What is Predictive Analytics?

Predictive Analytics 52

Predictive Analytics Predictive Modeling Analytics Forecasting 52

Smarten

APRIL 10, 2023

Leverage Enterprise Investments for Predictive Analytics and Gain Numerous Advantages! Gartner has predicted that, ‘predictive and prescriptive analytics will attract 40% of net new enterprise investment in the overall business intelligence and analytics market.’ Why the focus on predictive analytics?

Predictive Analytics 52

Predictive Analytics Predictive Modeling Analytics Prescriptive Analytics 52

CIO Business Intelligence

FEBRUARY 6, 2025

Even basic predictive modeling can be done with lightweight machine learning in Python or R. By embracing a pragmatic and sustainable approach to analytics, we can unlock the true potential of data while minimizing our environmental impact. Chitra Sundaram is the practice director of data management at Cleartelligence, Inc.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

Smart Data Collective

JULY 24, 2023

Vendor Management Systems (VMS) have become an indispensable tool for streamlining procurement and fostering strong vendor relationships. This article will delve into the transformative potential of AI in Vendor Management Systems, and how it’s setting the stage for a more strategic, intelligent, and efficient approach to procurement.

Management 98

Management Cost-Benefit Data-driven Predictive Analytics 98

datapine

DECEMBER 4, 2019

Predictive & Prescriptive Analytics. Predictive Analytics: What could happen? We mentioned predictive analytics in our business intelligence trends article and we will stress it here as well since we find it extremely important for 2020. Approaches need to take this dynamic nature into mind.

Business Intelligence 212

Business Intelligence Prescriptive Analytics Analytics Predictive Analytics 212

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.’ Maintenance Management. Predictive Analytics Using External Data.

Predictive Analytics 52

Predictive Analytics Analytics Predictive Modeling Forecasting 52

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. Maintenance Management. Fraud Mitigation.

Predictive Analytics 51

Predictive Analytics Marketing Analytics Predictive Modeling 51

CIO Business Intelligence

JULY 5, 2022

What are the benefits of business analytics? Data analytics is used across disciplines to find trends and solve problems using data mining , data cleansing, data transformation, data modeling, and more. What is the difference between business analytics and business intelligence? Business analytics tools.

Business Analytics 136

Business Analytics Prescriptive Analytics Data mining Diagnostic Analytics 136

Smarten

MAY 15, 2019

Predictive analytics can identify a trend or pattern so that the organization can anticipate that the market, or buying behavior is changing. You can use Assisted Predictive Modeling and Predictive Analytics to paint a clear picture of your customers and to optimize resources, marketing budgets and inventory.

Predictive Analytics 51

Predictive Analytics Analytics Recreation/Entertainment Predictive Modeling 51

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. Maintenance Management. Predictive Analytics Using External Data. Learn More: Human Resource Attrition. Customer Targeting.

Predictive Analytics 51

Predictive Analytics Analytics Predictive Modeling Cost-Benefit 51

Smarten

MAY 13, 2019

Self-serve, assisted predictive modeling and predictive analytics can help you to identify the customers who are most likely to leave and allow you to develop processes and strategies, as well as new marketing, new products and services, and other strategies that will improve customer retention and reduce customer churn.

Predictive Analytics 51

Predictive Analytics Analytics Predictive Modeling Advertising 51

Smarten

MAY 14, 2019

Anticipating quality issues and monitoring and managing quality is crucial to business success. Your business can use Augmented Analytics and Predictive Analysis to predict quality issues, monitor and manage quality standards and improve and optimize performance. Maintenance Management. Customer Targeting.

Predictive Analytics 51

Predictive Analytics Analytics Predictive Modeling Manufacturing 51

Decision Management Solutions

JANUARY 16, 2020

The Machine Learning Times (previously Predictive Analytics Times) is the only full-scale content portal devoted exclusively to predictive analytics. ” In his article, Eric warns, “Predictive models often fail to launch. This is ultimately a management error.

Machine Learning 87

Machine Learning Predictive Modeling Predictive Analytics Deep Learning 87

Smarten

MAY 14, 2019

With the right information, business managers can leverage customer satisfaction to cross-sell and upsell products and services, and to increase revenue and brand loyalty. Use Predictive Analytics to test theories and hypotheses, and identify opportunities for cross-selling and upselling in your product and service portfolio.

Predictive Analytics 51

Predictive Analytics Analytics Predictive Modeling Advertising 51

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. Here, we list the most prominent ones used in the industry.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

datapine

MARCH 25, 2022

There is not a clear line between business intelligence and analytics, but they are extremely connected and interlaced in their approach towards resolving business issues, providing insights on past and present data, and defining future decisions. What Is Business Intelligence And Analytics?

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

Smarten

MAY 16, 2019

To achieve consistent results, the business must have a dependable process for attracting the right clientele and reviewing, approving and managing loans. Predictive analytics can be a crucial piece of the puzzle in supporting the loan approval process and monitoring and managing loans throughout the life cycle of the contract.

Predictive Analytics 40

Predictive Analytics Analytics Predictive Modeling Insurance 40

CIO Business Intelligence

JANUARY 19, 2024

Data science certifications give you an opportunity to not only develop skills that are hard to find in your desired industry, but also validate your data science know-how so recruiters and hiring managers know what they get if they hire you. and SAS Text Analytics, Time Series, Experimentation, and Optimization.

Data Science 126

Data Science Machine Learning Predictive Modeling Forecasting 126

datapine

JANUARY 31, 2022

The main use of business intelligence is to help business units, managers, top executives, and other operational workers make better-informed decisions backed up with accurate data. The top management believed that tackling this turnover would be key in improving the customer experience and that this would lead to higher revenues.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

David Menninger's Analyst Perspectives

NOVEMBER 7, 2024

AI is also making it easier for executives and managers to rapidly forecast, plan and analyze to promote deeper situational awareness and facilitate better-informed decision-making. Finance people think in terms of money, but line-of-business managers almost always think in terms of things. This may sound like FP&A’s mission today.

Forecasting 130

Forecasting Machine Learning Finance Predictive Analytics 130

Smarten

JULY 30, 2018

How Can Predictive Analysis Tools Help My Hospital or Healthcare Organization? Hospitals and healthcare systems are turning to predictive analytics tools to plan and forecast and understand what, when and how to support patients.

Predictive Analytics 40

Predictive Analytics Analytics Predictive Modeling Forecasting 40

DataRobot

JANUARY 20, 2022

While ICSs have been operating in shadow-format for a number of years, this long-awaited shift determines that health and care delivery in England is regionally managed and focused around the needs of the local population. ICSs can reduce the time taken to build population health registries and predictive models by up to 90 percent.

Data-driven 145

Data-driven Experimentation Predictive Modeling Data Warehouse 145

CIO Business Intelligence

JUNE 14, 2023

The certification focuses on the seven domains of the analytics process: business problem framing, analytics problem framing, data, methodology selection, model building, deployment, and lifecycle management. It requires completion of the CAP exam and adherence to the CAP Code of Ethics. The credential does not expire.

Big Data 126

Big Data Data Analytics Analytics Predictive Modeling 126

Smarten

NOVEMBER 19, 2018

The process of predictive analytics has come far in the past decade. Today’s self-serve predictive analytics and forecasting tools are designed to support business users and data analysts alike. What is Predictive Analytics? Can Predictive Analytics Help You Achieve Business Objectives?

Business Objectives 40

Business Objectives Predictive Analytics Analytics Forecasting 40

CIO Business Intelligence

MARCH 19, 2025

Most data management conferences and forums focus on AI, governance and security, with little emphasis on ESG-related data strategies. Insufficient resource allocation for ESG data initiatives Managing sustainability data requires robust governance, analytics capabilities and cross-functional collaboration.

IT 59

IT Data Governance Data-driven Metrics 59

Smarten

MAY 13, 2024

Incorporate PMML Integration Within Augmented Analytics to Easily Manage Predictive Models! You may not be an analytics expert and you may find terms like PMML Integration somewhat daunting. PMML is Predictive Model Markup Language. Support of REST-API for third-party apps for predictions.

Predictive Modeling 62

Predictive Modeling Data mining Predictive Analytics Modeling 62

Cloudera

OCTOBER 14, 2020

Running a large commercial airline requires the complex management of critical components, including fuel futures contracts, aircraft maintenance and customer expectations. This data will be used to train the model that can predict how many flights a given engine has until failure. Introduction. Airlines, in just the U.S.

Machine Learning 97

Machine Learning Modeling Cost-Benefit Testing 97

Smarten

JULY 13, 2023

Citizen Data Scientists Can Leverage Predictive Analytics for Real Actionable Intelligence! Gartner technology analysts predict that organizations leveraging augmented analytics solutions will grow at twice the rate of those that do not use these solutions.

Predictive Modeling 52

Predictive Modeling Predictive Analytics Advertising Cost-Benefit 52