O'Reilly on Data

SEPTEMBER 15, 2020

AI Benefits and Stakeholders. AI is a field where value, in the form of outcomes and their resulting benefits, is created by machines exhibiting the ability to learn and “understand,” and to use the knowledge learned to carry out tasks or achieve goals. AI-generated benefits can be realized by defining and achieving appropriate goals.

Advertising 300

Advertising Cost-Benefit ROI Machine Learning 300

DataKitchen

JUNE 19, 2023

The spiritual benefits of letting go may be profound, but finding and fixing the problem at its root is, as Samuel Florman writes, “ existential joy.” Failures on the Data Journey cost organizations millions of dollars. Our customers start looking at the data in dashboards and models and then find many issues.

Testing 130

Testing Cost-Benefit Metrics Data Quality 130

AWS Big Data

AUGUST 21, 2024

This post also includes example SQLs, which you can run on your own Redshift Serverless data warehouse to experience the benefits of this feature. By moving the slider, you can choose between optimized for cost, balanced performance and cost, or optimized for performance. Balanced – Offers balance between performance and cost.

Optimization 82

Optimization Data Lake Data Warehouse Cost-Benefit 82

O'Reilly on Data

SEPTEMBER 19, 2023

.” Consider the structural evolutions of that theme: Stage 1: Hadoop and Big Data By 2008, many companies found themselves at the intersection of “a steep increase in online activity” and “a sharp decline in costs for storage and computing.” And harder to sell a data-related product unless it spoke to Hadoop.

Machine Learning 253

Machine Learning Testing Modeling Cost-Benefit 253

Smart Data Collective

JULY 24, 2023

Predictive analytics, driven by AI, can provide detailed insights into vendor behavior, helping businesses anticipate issues before they occur. Benefits of AI-Powered VMS The integration of AI into VMS offers several key benefits. The Future of AI in VMS Looking towards the future, AI’s role in VMS is set to grow.

Management 89

Management Cost-Benefit Data-driven Predictive Analytics 89

CIO Business Intelligence

MAY 9, 2024

Driving business benefits Companies seeking CAIOs are looking to reap myriad benefits from AI adoption, ranging from improved decision-making, to increased efficiency of business processes, higher-quality services, profitability, talent management, customer experience, and innovation.

Risk Management 138

Risk Management Cost-Benefit Risk Technology 138

DataRobot

NOVEMBER 24, 2021

Reduce its operational costs? In a survey of field service and IT staff, GE and GE Service Max found that unplanned downtime costs companies about $260K per hour. Keeping that possibility in mind, take a look at potential AI benefits in the field of drug discovery. Model production time dropped from two days to five minutes.

Cost-Benefit 98

Cost-Benefit ROI Data-driven Predictive Modeling 98

CIO Business Intelligence

MARCH 5, 2024

The ambiguity of what’s working today and which users will benefit is driving some CIOs to ask whether adding Copilot licenses to Microsoft 365 is worth the price. For software developers, the benefits of using copilots and other generative AI capabilities may be more about who is using it and the cost-benefit of validating code results.

Advertising 124

Advertising Cost-Benefit Experimentation Software 124

Smart Data Collective

MARCH 23, 2022

There are a lot of benefits of utilizing AI technology in the automotive sector. Many companies are using AI to create more energy efficient and cost-effective vehicles. Although there are many benefits of embedding AI in these cars, one of the biggest selling points is that it makes vehicles safer.

IoT 114

IoT Internet of Things Cost-Benefit Testing 114

Ontotext

MAY 31, 2023

To support drug discovery, Ontotext has recently developed a method for gene-disease link prediction, which can help focus research efforts where it would matter most and speed up the drug development process. The link prediction models are based on the so-called Knowledge Graph Embeddings, which relying on knowledge graph technology.

Experimentation 52

Experimentation Cost-Benefit Predictive Modeling Risk 52

FineReport

APRIL 9, 2024

From advanced analytics to predictive modeling, the evolving landscape of business intelligence is revolutionizing how data is processed and leveraged for actionable insights. These benefits include enhanced operational efficiency through streamlined processes and optimized resource allocation.

Business Intelligence 52

Business Intelligence Software Data-driven Predictive Modeling 52

DataRobot

APRIL 27, 2021

The benefit of these software robots is they can perform these actions faster and more consistently than people and can run 24/7. With the power of DataRobot , creating AI and machine learning models with your data becomes less of a bottleneck due to the guardrails and transparency from getting from data to value.

Machine Learning 98

Machine Learning Cost-Benefit Predictive Modeling Software 98

Smarten

MAY 13, 2022

Adding integrated mobile analytics to the Tally ERP solution provides numerous benefits. Offers cost-effective, simple registration and user access. Offers augmented analytics components including self-serve data prep, smart data visualization and assisted predictive modeling.

Analytics 78

Analytics Cost-Benefit Finance Data Quality 78

IBM Big Data Hub

APRIL 1, 2024

With IBM watsonx™ Assistant, companies can build large language models and train them using proprietary information, all while helping to ensure the security of their data. Businesses that use IBM watsonx Assistant can expect to see a 30% reduction in customer support costs and a 20% increase in customer satisfaction.

Predictive Analytics 77

Predictive Analytics Sales Enterprise Predictive Modeling 77

IBM Big Data Hub

MAY 1, 2023

The early versions of AI were capable of predictive modelling (e.g., The four categories of predictive modelling, robotics, speech and image recognition are collectively known as algorithm-based AI or Discriminative AI. recommending similar Netflix shows based on your previous choices) or robotics (e.g.,

Insurance 75

Insurance Predictive Modeling Cost-Benefit Statistics 75

CIO Business Intelligence

MARCH 22, 2023

Enter the new class ML data scientists require large quantities of data to train machine learning models. Then the trained models become consumers of vast amounts of data to gain insights to inform business decisions. In the training phase, the primary objective is to use existing examples to train a model.

Machine Learning 105

Machine Learning Cost-Benefit Modeling Risk 105

IBM Big Data Hub

FEBRUARY 14, 2024

Other uses include Netflix offering viewing recommendations powered by models that process data sets collected from viewing history; LinkedIn uses ML to filter items in a newsfeed, making employment recommendations and suggestions on who to connect with; and Spotify uses ML models to generate its song recommendations.

Cost-Benefit 82

Cost-Benefit Insurance Unstructured Data Machine Learning 82

CIO Business Intelligence

OCTOBER 5, 2023

“We’ve seen so many initiatives fail when it’s technology for technology’s sake,” says Davé, who suggests two means of avoiding this mistake: prioritization models aligned to your business strategy and strategic partnerships. Let’s start with the models. For AI, the high-value quadrant is where you’ll find most predictive modeling.

Experimentation 130

Experimentation Strategy Machine Learning Interactive 130

Smart Data Collective

MAY 23, 2021

You may be surprised to hear about the amazing benefits that AI offers for startups , especially those in the tech sector. While this can be classed as data science, one difference is that data science tends to use a predictive model to make its analysis, while AI can be capable of analyzing based on learned knowledge and facts.

Data Science 99

Data Science Cost-Benefit Statistics Predictive Modeling 99

IBM Big Data Hub

JUNE 29, 2023

When a critical asset like an expensive piece of machinery or infrastructure breaks unexpectedly, it affects customers and can cost companies millions. Enterprises are constantly looking for new ways to optimize performance, increase reliability and extend asset lifespans—all without adding unnecessary costs. What is an asset?

Cost-Benefit 80

Cost-Benefit Measurement Predictive Analytics Management 80

IBM Big Data Hub

APRIL 28, 2022

To reduce delays, human errors and overall costs, data and IT leaders need to look beyond traditional data best practices and shift toward modern data management agility solutions that are powered by AI. Learn more about a data fabric architecture and how it can benefit your organization. That’s where the data fabric comes in.

Data Warehouse 77

Data Warehouse Metadata Forecasting Predictive Modeling 77

Smart Data Collective

MAY 17, 2021

A fleet must be outfitted with these technologies to benefit, whether natively or after the fact using add-on solutions. Growing requirement or not, there are many benefits of standardizing big data within fleet management operations. Organizations have already realized this. billion by the end of 2025 , up from $3.8 billion in 2018.

Big Data 103

Big Data Cost-Benefit IoT Machine Learning 103

IBM Big Data Hub

MAY 16, 2023

This complexity translates into higher costs and makes it difficult for marketing teams to keep up. Benefits include improved market performance and reduced costs, revenue growth through deep customer understanding and actionable insights, and exceptional experiences for customers and marketers.

Marketing 69

Marketing Management Cost-Benefit Optimization 69

IBM Big Data Hub

AUGUST 14, 2023

The Cost of a Data Breach 2023 global survey found that extensively using artificial intelligence (AI) and automation benefited organizations by saving nearly USD 1.8 million in data breach costs and accelerated data breach identification and containment by over 100 days, on average.

Cost-Benefit 55

Cost-Benefit Machine Learning Consulting Data mining 55

Domino Data Lab

AUGUST 22, 2019

The excerpt covers how to create word vectors and utilize them as an input into a deep learning model. While the field of computational linguistics, or Natural Language Processing (NLP), has been around for decades, the increased interest in and use of deep learning models has also propelled applications of NLP forward within industry.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

CIO Business Intelligence

APRIL 22, 2022

For most organizations, it is employed to transform data into value in the form of improved revenue, reduced costs, business agility, improved customer experience, the development of new products, and the like. Data analytics describes the current state of reality, whereas data science uses that data to predict and/or understand the future.

Data Science 140

Data Science Statistics Machine Learning Visualization 140

Cloudera

APRIL 13, 2021

What’s the fastest and easiest path towards powerful cloud-native analytics that are secure and cost-efficient? And sure, we’re a little biased—but only because we’ve seen firsthand how CDP helps our customers realize the full benefits of public cloud. . In our humble opinion, we believe that’s Cloudera Data Platform (CDP).

Enterprise 78

Enterprise Cost-Benefit Data Warehouse Data Architecture 78

datapine

MARCH 25, 2022

While some experts try to underline that BA focuses, also, on predictive modeling and advanced statistics to evaluate what will happen in the future, BI is more focused on the present moment of data, making the decision based on current insights. What Is Business Intelligence And Analytics? The end-user is another factor to consider.

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

BizAcuity

JULY 13, 2021

Our gaming platform can ingest data in a much simpler way and provide the benefits of a scalable and robust analytics platform, which can ingest data in a much simpler way and provide the benefits of a scalable and robust analytics platform, independent of individual source systems being used by the client in a much faster and cost-effective way.

Optimization 52

Optimization Marketing Analytics Data Warehouse 52

DataRobot

SEPTEMBER 17, 2021

So they create business or “decision rules” that act on the output of their predictive models to add business best practices and standardize decision-making across the organization. Some companies build models but never put them into production because they lack the necessary decision infrastructure.

Forecasting 52

Forecasting Predictive Modeling Machine Learning Cost-Benefit 52

Smarten

MAY 16, 2019

You probably know how much it costs to recruit and hire a team member but, do you know how long that team member is likely to stay in your employ and what factors will cause them to stay with the company or seek greener pastures? In the interim, there is loss of productivity and the risk of crucial mistakes. Customer Targeting.

Predictive Analytics 53

Predictive Analytics Analytics Predictive Modeling Cost-Benefit 53

Domino Data Lab

JANUARY 21, 2021

Predictive modeling efforts rely on dataset profiles , whether consisting of summary statistics or descriptive charts. Results become the basis for understanding the solution space (or, ‘the realm of the possible’) for a given modeling task. The reward is clear — properly analyzed datasets result in better models, faster.

Statistics 106

Statistics Unstructured Data Data Science Visualization 106

AWS Big Data

SEPTEMBER 13, 2024

The AWS pay-as-you-go model and the constant pace of innovation in data processing technologies enable CFM to maintain agility and facilitate a steady cadence of trials and experimentation. CFM data scientists then look up the data and build features that can be used in our trading models.

Interactive 82

Interactive Strategy Cost-Benefit Data Governance 82

Smart Data Collective

SEPTEMBER 30, 2021

Drought Risk Assessment and Prediction. Overall, droughts have cost the world $1.5 2 Through artificial intelligence-based prediction, there can be improvement in decision making regarding droughts and better methods and timing employed to ensure optimal water resource allocation and disseminating information ahead of drought events.

Machine Learning 124

Machine Learning Cost-Benefit Optimization Forecasting 124

BizAcuity

MARCH 18, 2019

Credit scoring systems and predictive analytics model attempt to quantify uncertainty and provide guidance for identifying, measuring and monitoring risk. Benefits of Predictive Analytics in Unsecured Consumer Loan Industry. This can bring down the labor costs for a lending company. Where BizAcuity comes in?

Predictive Analytics 83

Predictive Analytics Analytics Data mining Cost-Benefit 83

Domino Data Lab

JULY 28, 2021

There are many software packages that allow anyone to build a predictive model, but without expertise in math and statistics, a practitioner runs the risk of creating a faulty, unethical, and even possibly illegal data science application. All models are not made equal. After cleaning, the data is now ready for processing.

Data Science 110

Data Science Statistics Predictive Analytics Recreation/Entertainment 110

Smart Data Collective

APRIL 10, 2020

Taking control of the data that you have can not only improve information accessibility within your company but provide a range of benefits that can be the driving force behind gaining a competitive advantage in your market. Cut Costs & Improve Efficiency. But how exactly can big data help? Helps You Hire the Best Candidates.

Big Data 139

Big Data Cost-Benefit Metrics Marketing 139