Domino Data Lab

MARCH 11, 2021

Machine learning (ML) frameworks are interfaces that allow data scientists and developers to build and deploy machine learning models faster and easier. Machine learning is used in almost every industry, notably finance , insurance , healthcare , and marketing. How to choose the right ML Framework.

Machine Learning 143

Machine Learning Deep Learning Insurance Modeling 143

O'Reilly on Data

NOVEMBER 18, 2019

In this interview from O’Reilly Foo Camp 2019, Hands-On Unsupervised Learning Using Python author Ankur Patel discusses the challenges and opportunities in making machine learning and AI accessible and financially viable for enterprise applications. Then you have pre-trained models you can do transfer learning with.

ROI 132

ROI Unstructured Data Machine Learning Modeling 132

Smart Data Collective

JANUARY 27, 2021

They have also created numerous opportunities for informed investors to create diversified portfolios and take advantage of a market for assets that provide an exceptional ROI. Machine learning technology has made cryptocurrency investing opportunities more lucrative than ever.

Machine Learning 139

Machine Learning Forecasting Predictive Analytics Marketing 139

CIO Business Intelligence

MAY 22, 2023

Fault-tolerant machines are coming, but organizations must be willing to invest in learning how to code for them and then, depending on the use case, wait up to a couple of years to roll a solution into production. ROI becomes a waiting game. Tensor networks are becoming popular because of their use in machine learning.

ROI 52

ROI Machine Learning Optimization Cost-Benefit 52

Smart Data Collective

JUNE 3, 2021

Many different industries are becoming more reliant on machine learning. The insurance industry is among those that has found new opportunities to take advantage of machine learning technology. Many of the applications of big data for insurance companies will be realized with machine learning technology.

Insurance 98

Insurance Machine Learning Cost-Benefit Risk 98

Teradata

JULY 13, 2021

Find out how to harness machine learning and AI to contain costs, increase revenue, and grow your organization’s customer base. Read more.

Machine Learning 52

Machine Learning ROI 52

Domino Data Lab

MAY 15, 2019

Machine Learning Projects are Hard: Shifting from a Deterministic Process to a Probabilistic One. Over the years, I have listened to data scientists and machine learning (ML) researchers relay various pain points and challenges that impede their work. Product Management for Machine Learning.

Machine Learning 111

Machine Learning Management Experimentation Uncertainty 111

CIO Business Intelligence

MARCH 6, 2024

Marrying machine learning with crowdsourced telemetry and passive identification technology enables organizations to rapidly assess and score risk for everything and everyone that you can now see. The first is the ability to get to ROI faster. To learn more, visit us here. The third benefit is the reduction of downtime.

ROI 126

ROI Manufacturing Cost-Benefit IoT 126

Smart Data Collective

MAY 28, 2019

Big Data Drives the ROI of Digital Marketing. They need to use analytics to learn more about their target customers. If they are trying to reach customers in a foreign country, machine learning gives them a huge advantage. New machine learning tools help marketers determine the most profitable customer segments to target.

ROI 87

ROI Big Data Marketing Advertising 87

Dataiku

NOVEMBER 6, 2020

When it comes to calculating the return on investment (ROI) of data science, machine learning, and AI projects, there’s a lot to unpack. Are you measuring ROI gained from a data platform or a series of data initiatives themselves?

ROI 68

ROI Measurement Machine Learning Data Science 68

Smart Data Collective

OCTOBER 30, 2019

Machine learning is changing the future of marketing in many beneficial ways. There are a number of tactics that marketers can pursue to optimize campaigns with machine learning algorithms. Use artificial intelligence tools that rely on machine learning to optimize content for different visitors.

Machine Learning 73

Machine Learning Advertising Big Data Marketing 73

CDW Research Hub

NOVEMBER 12, 2020

The interwoven theme of these considerations is that careful planning can be one of the biggest contributors to ROI expectations when launching an AI solution. These 30-minute sessions will focus on key issues facing IT professionals like you as you look to deploy AI and machine learning (ML) strategies for your organization.

ROI 79

ROI Deep Learning Machine Learning Business Objectives 79

Smart Data Collective

DECEMBER 23, 2019

Author Beverly Rich has said that AI and machine learning will be integral to contracts in the 21 st Century. Machine Learning is Redefining Business Contracts as We Head into 2020. Machine learning is going to have an even more important role in these processes in the future. Documentation.

Machine Learning 61

Machine Learning Management ROI Risk 61

Alation

FEBRUARY 13, 2020

In The Forrester Wave: Machine Learning Data Catalogs, 36% to 38% of global data and analytics decision makers reported that their structured, semi-structured, and unstructured data each totaled 1,000 TB or more in 2017, up from only 10% to 14% in 2016. The research examined the potential ROI enterprises realize by deploying Alation.

ROI 52

ROI Cost-Benefit Unstructured Data Data Lake 52

David Menninger's Analyst Perspectives

OCTOBER 6, 2023

Using this methodology, we evaluated vendor submissions in seven categories: five relevant to the product experience ﹘ Adaptability, Capability, Manageability, Reliability and Usability ﹘ and two related to the customer experience ﹘ TCO/ROI and vendor Validation.

Analytics 279

Analytics ROI Marketing Management 279

CIO Business Intelligence

JANUARY 25, 2024

For enterprise executives in 2024, that means right-sizing those expectations and getting to work: justifying the right use cases, forming teams, and tracking progress and ROI. After a year of frenzied experimentation and investment, executives will have to identify truly valid use cases (and ROI) for AI in 2024.

ROI 105

ROI Experimentation Sales Finance 105

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). AI products are automated systems that collect and learn from data to make user-facing decisions. We won’t go into the mathematics or engineering of modern machine learning here.

Management 332

Management Machine Learning Experimentation Metrics 332

Rocket-Powered Data Science

MARCH 19, 2019

Analytics are the products, the outcomes, and the ROI of our Big Data , Data Science, AI, and Machine Learning investments! Analytics are the outcomes of data activities (data science, machine learning, AI) within the organization. AI strategies and data strategies should therefore focus on outcomes first.

Analytics 193

Analytics Metrics Data-driven Machine Learning 193

CIO Business Intelligence

APRIL 19, 2024

According to a Gartner survey conducted in late 2023, 42% of CIOs planned to deploy generative AI tools by the third quarter of this year, with 55% planning to roll out some other type of AI or machine learning in the same timeframe. But those timelines — and investments — are “highly aspirational,” Loveland said.

IT 132

IT Software Cost-Benefit ROI 132

Smart Data Collective

JULY 7, 2022

They point out that value investors are using machine learning technology to anticipate future stock prices. Ramneet Rekhi of New York University and his colleagues from Stanford discussed this in their paper titled Finding Undervalued Stocks with Machine Learning. Identify Opportunities to Reduce Debt.

Marketing 142

Marketing Data Analytics Analytics ROI 142

Teradata

APRIL 8, 2020

There is no ROI in technology - specifically in data analytics, AI & Machine Learning - until we deploy in production and change the way we do business.

ROI 98

ROI Analytics Machine Learning Data Analytics 98

Corinium

MARCH 31, 2020

Applying AI models at scale is one of the most cost-effective ways to drive ROI with the technology. Aligning projects with business goals and expanding them in a structured way is vital when delivering AI-at-scale.

ROI 221

ROI Modeling Technology Machine Learning 221

Dataiku

MARCH 27, 2023

Within an analytics and AI stack, however, it can be the difference between being able to generate an insight that drives millions of dollars of ROI and simply continuing with business as usual.

Analytics 52

Analytics ROI Machine Learning Modeling 52

CIO Business Intelligence

MAY 24, 2023

Don’t wait to start experimenting with generative AI The sooner a company starts developing a framework for adopting generative AI , the sooner the use cases can be rolled out and start showing ROI. Showcasing ROI can be difficult when the best-case scenario is “nothing bad happened.”

ROI 95

ROI Risk Machine Learning Testing 95

Corinium

MARCH 23, 2020

Scaling AI capabilities across an entire organization is the best way to unleash the technology’s true potential to drive ROI. AI will add more than $13 trillion to the global economy over the next decade according to Harvard Business Review. Yet, the majority of organizations struggle to get the most out of their AI initiatives.

Enterprise 221

Enterprise ROI Machine Learning 221

Rocket-Powered Data Science

MARCH 10, 2020

But it is not a failure — its actual success (and positive ROI) is discovered by the graph analytics algorithm through the transitive relationship between the marketing campaign and the final customer purchase, through an intermediary (entity-in-the-middle)! The campaign looks like a failure. community detection ).

Metadata 250

Metadata Machine Learning ROI Prescriptive Analytics 250

Corinium

JUNE 6, 2019

What do you recommend to organizations to harness this but also show a solid ROI? A playbook for this is to run multiple experiments in parallel and create ‘MVPs’ (fail/learn fast), as well as incorporate feedback mechanisms to enable an improvement loop, and scaling the ones that show the fastest path to ROI.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

Smart Data Collective

MARCH 25, 2021

Thus, the return on investment (ROI) can be up to 10 times the amount applied. Machine Learning Algorithms – Each case will have an ideal algorithm. Thus, the customization of Machine Learning algorithms is at the heart of the implementation of a predictive maintenance system that is effective.

Machine Learning 106

Machine Learning Predictive Analytics Cost-Benefit ROI 106

CIO Business Intelligence

FEBRUARY 14, 2023

To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making. It’s also used to deploy machine learning models, data streaming platforms, and databases. That’s not to say it’ll be easy.

Data Strategy 116

Data Strategy Strategy Machine Learning Data-driven 116

IBM Big Data Hub

NOVEMBER 29, 2023

In 2023, the IBM® Institute for Business Value (IBV) surveyed 2,500 global executives and found that best-in-class companies are reaping a 13% ROI from their AI projects—more than twice the average ROI of 5.9%. Event processing helps continuously update and refine our understanding of ongoing business scenarios.

Unstructured Data 94

Unstructured Data Data-driven ROI Machine Learning 94

CIO Business Intelligence

MARCH 30, 2022

Emerging technologies such as artificial intelligence (AI), machine learning (ML), augmented reality (AR), the Internet of Things (IoT) and quantum computing can help organizations scale on demand, improve resiliency, minimize infrastructure investments and deploy solutions rapidly and securely. Enrich to Empower.

Technology 98

Technology Internet of Things ROI IoT 98

Smart Data Collective

SEPTEMBER 19, 2022

However, fintech businesses can use big data and machine learning to build fraud detection systems that uncover anomalies in real time. Big data for financial services in conjunction with digital technologies such as machine learning has proved fruitful in the detection of suspicious activities. Improving Security.

Big Data 129

Big Data ROI Measurement Risk 129

Smart Data Collective

APRIL 21, 2022

One study found that the ROI of UX strategies is 9,900%. Leverage Machine Learning Technology. Many companies use machine learning to facilitate the web design process. Machine learning can be used to study user behavior and identify patterns. This is not a new concept.

Data Analytics 117

Data Analytics Analytics Big Data Machine Learning 117

Timo Elliott

MARCH 6, 2023

He explains how businesses can leverage AI and machine learning to turn anything into a sensor, detect patterns in new ways, and augment human intelligence. He also mentions ASR Group using machine learning to optimize routes for sugar delivery to their 600 customers, reducing logistics costs.

Machine Learning 111

Machine Learning Cost-Benefit Uncertainty ROI 111

CIO Business Intelligence

FEBRUARY 16, 2024

ADP combines various datasets and analytics technologies and builds algorithms and machine learning models to develop custom solutions for its clients, such as determining salary ranges for nurses in a specific state that a healthcare client may be evaluating for relocation. We are still forming [a plan] on how we’re going to do it.”

Digital Transformation 116

Digital Transformation Experimentation Cost-Benefit Machine Learning 116

IBM Big Data Hub

AUGUST 8, 2023

Next, machine learning capabilities play a vital role in optimizing resource allocations by analyzing historical data and predicting future resource demands for each deployment. Lastly, automation is needed to proactively deploy changes and reduce toil on developers.

Optimization 56

Optimization Cost-Benefit Machine Learning ROI 56