IBM Big Data Hub

JULY 11, 2023

Artificial intelligence is used in healthcare for everything from answering patient questions to assisting with surgeries and developing new pharmaceuticals, benefitting both patients and healthcare systems. How does artificial intelligence benefit healthcare? Also, that algorithm can be replicated at no cost except for hardware.

Deep Learning 55

Deep Learning Cost-Benefit Insurance Machine Learning 55

IBM Big Data Hub

FEBRUARY 13, 2024

Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.” This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task.

Enterprise 119

Enterprise Modeling Testing Data-driven 119

IBM Big Data Hub

DECEMBER 5, 2023

With the rise of highly personalized online shopping, direct-to-consumer models, and delivery services, generative AI can help retailers further unlock a host of benefits that can improve customer care, talent transformation and the performance of their applications.

Unstructured Data 90

Unstructured Data Cost-Benefit Experimentation Machine Learning 90

O'Reilly on Data

JULY 28, 2020

You must detect when the model has become stale, and retrain it as necessary. This isn’t always simple, since it doesn’t just take into account technical risk; it also has to account for social risk and reputational damage. Fault Tolerant Versus Fault Intolerant AI Problems.

Marketing 363

Marketing Experimentation Metrics Testing 363

Cloudera

OCTOBER 24, 2023

The AI technologies of today—including not just large language models (LLMs) but also deep learning, reinforcement learning, and natural-language processing (NLP) tools—will equip telcos with powerful new automation and analytics capabilities. Learn more about how Cloudera helps Telcos deliver Trusted AI Everywhere.

Interactive 81

Interactive Data-driven Cost-Benefit Optimization 81

Smart Data Collective

MARCH 27, 2023

Some of the benefits of AI in banking include: Banks use AI bots to onboard clients and analyze borrower risk. They have also started integrated computer vision and deep learning technology to identify inefficiencies. Software is now typically a monthly recurring cost. It sounds expensive.

Software 88

Software Finance Cost-Benefit Data-driven 88

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

IBM Big Data Hub

APRIL 22, 2024

We use to collect data from 6,500+ utility bills we receive globally each year and summarize total energy consumption, cost, and renewable electricity purchases across to save many hours of calculations. These models also help estimate where carbon is stored, how long it will take to degrade, and more.

IoT 77

IoT Internet of Things Cost-Benefit Reporting 77

Corinium

JUNE 6, 2019

Regulations and compliance requirements, especially around pricing, risk selection, etc., For instance, for a variety of reasons, in the short term, CDAOS are challenged with quantifying the benefits of analytics’ investments. There is usually a steep learning curve in terms of “doing AI right”, which is invaluable.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

IBM Big Data Hub

AUGUST 11, 2023

Because ML is becoming more integrated into daily business operations, data science teams are looking for faster, more efficient ways to manage ML initiatives, increase model accuracy and gain deeper insights. MLOps is the next evolution of data analysis and deep learning. How the models are stored.

Data Science 53

Data Science Machine Learning Cost-Benefit Deep Learning 53

IBM Big Data Hub

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Most experts categorize it as a powerful, but narrow AI model. A key trend is the adoption of multiple models in production.

Cost-Benefit 89

Cost-Benefit Modeling Manufacturing Interactive 89

CIO Business Intelligence

JANUARY 20, 2023

What was once an anomaly is now a global reality as remote and hybrid work models settle in across industries. Companies benefit by keeping or acquiring geographically-dispersed top talent often attracted to a flexible work environment. Additionally, VDI can reduce operational costs in two ways.

Technology 59

Technology Cost-Benefit Deep Learning Modeling 59

CIO Business Intelligence

APRIL 24, 2023

Generative AI (Artificial Intelligence) and its underlying foundation models represent a paradigm shift in innovation, significantly impacting enterprises exploring AI applications. These foundation models are trained on vast amounts of data. The model can then predict or classify new, previously unseen data.

Enterprise 52

Enterprise Deep Learning Modeling Machine Learning 52

CIO Business Intelligence

JANUARY 23, 2023

Microsoft stands to benefit from its investment in three ways. As OpenAI’s exclusive cloud provider it will see additional revenue for its Azure services, as one of OpenAI’s biggest costs is providing the computing capacity to train and run its AI models. The deal, announced by OpenAI and Microsoft on Jan.

Enterprise 131

Enterprise Deep Learning Recreation/Entertainment Interactive 131

Cloudera

SEPTEMBER 20, 2022

Scope, motivation, and benefits. The benefit of this task is to lower the labor and skill burden in generating images of a desired quality. Who benefits? Under a capitalist system of values, businesses and individuals that are consumers of art also benefit from increased productivity. Ethical considerations. Why automate?

Deep Learning 88

Deep Learning Cost-Benefit Risk Data-driven 88

IBM Big Data Hub

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. What are the benefits of open source LLMs?

Risk 91

Risk Modeling Cost-Benefit Enterprise 91

Smart Data Collective

MAY 8, 2022

When you combine big data with AI, you can help your users extract highly-valuable insights from data, foster data literacy across your company or organization, and take advantage of the many other benefits it offers. Improves decision making and reduces costs. Identifying risks. High-performance data systems and MapReduce.

Big Data 106

Big Data Data Analytics Analytics Cost-Benefit 106

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 Recreation/Entertainment Predictive Analytics 110

IBM Big Data Hub

AUGUST 28, 2023

Text mining —also called text data mining—is an advanced discipline within data science that uses natural language processing (NLP) , artificial intelligence (AI) and machine learning models, and data mining techniques to derive pertinent qualitative information from unstructured text data. What is text mining?

Data mining 53

Data mining Machine Learning Deep Learning Marketing 53

CIO Business Intelligence

JUNE 2, 2022

Among the hot technologies, artificial intelligence and machine learning — a subset of AI that that makes more accurate forecasts and analysis as it ingests data — continue to be of high interest as banks keep a strong focus on costs while trying to boost customer experience and revenue. AI enhances operational efficiency.

Predictive Analytics 141

Predictive Analytics Technology Analytics Machine Learning 141

IBM Big Data Hub

JULY 17, 2023

Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries. is a studio to train, validate, tune and deploy machine learning (ML) and foundation models for Generative AI. Watsonx.ai

Consulting 54

Consulting Machine Learning Deep Learning Cost-Benefit 54

Smart Data Collective

FEBRUARY 21, 2021

Deep learning tech is influencing and enhancing many industries, promising to provide insights into key business operations which were not previously possible to unearth. One of the biggest applications of this technology lies with using deep learning to streamline fleet management. Route adjustments made in real time.

Deep Learning 97

Deep Learning Management Cost-Benefit Manufacturing 97

Domino Data Lab

MARCH 6, 2019

Niels Kasch , cofounder of Miner & Kasch , an AI and Data Science consulting firm, provides insight from a deep learning session that occurred at the Maryland Data Science Conference. Deep Learning on Imagery and Text. Deep Learning on Imagery. Introduction. You can see a complete list of talks see here.

Deep Learning 55

Deep Learning Data Science Machine Learning Modeling 55

IBM Big Data Hub

FEBRUARY 19, 2024

Financial benefits include increased revenue through the creation of adjacent industry business models, accessing new markets to establish more revenue streams, and growing existing revenue. Cost optimization can be achieved through a combination of productivity enhancements, infrastructure savings and reductions in operating expenses.

Cost-Benefit 63

Cost-Benefit Data-driven Optimization Marketing 63

IBM Big Data Hub

OCTOBER 20, 2023

Artificial intelligence platforms enable individuals to create, evaluate, implement and update machine learning (ML) and deep learning models in a more scalable way. This unified experience optimizes the process of developing and deploying ML models by streamlining workflows for increased efficiency.

Machine Learning 71

Machine Learning Manufacturing Cost-Benefit Deep Learning 71

IBM Big Data Hub

NOVEMBER 14, 2023

This growth could be internal cost effectiveness, stronger risk compliance, increasing the economic value of a partner ecosystem, or through new revenue streams. Realizing that value is the activity that ensures there is an economic benefit from the created value that contributes to the organization’s bottom line.

Strategy 104

Strategy Cost-Benefit Data-driven Measurement 104

IBM Big Data Hub

MAY 9, 2023

After some impressive advances over the past decade, largely thanks to the techniques of Machine Learning (ML) and Deep Learning , the technology seems to have taken a sudden leap forward. The answer is that generative AI leverages recent advances in foundation models. Watsonx.ai

Data Warehouse 106

Data Warehouse Machine Learning Cost-Benefit Metadata 106

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 101

Machine Learning Cost-Benefit Modeling Risk 101

IBM Big Data Hub

JANUARY 10, 2024

Today’s AI technology has a range of use cases across various industries; businesses use AI to minimize human error, reduce high costs of operations, provide real-time data insights and improve the customer experience, among many other applications. For optimal performance, AI models should receive data from a diverse datasets (e.g.,

Unstructured Data 75

Unstructured Data Deep Learning Cost-Benefit Machine Learning 75

AWS Big Data

MAY 16, 2024

To learn more details about their benefits, see Introduction to Spatial Indexes. Learn more about these differences in CARTO’s free ebook Spatial Indexes Benefits of H3 One of the flagship examples of spatial indexes is H3, which is a hexagonal spatial index. This ensures robust data representation in all directions.

Data Warehouse 108

Data Warehouse Visualization Cost-Benefit Optimization 108

Ontotext

MAY 22, 2023

What is the future of knowledge graphs in the era of ChatGPT and Large Language Models? To start with, Large Language Models (LLM) will not replace databases. They are good for compressing information, but one cannot retrieve from such a model the same information that it got trained on. That’s something that LLMs cannot do.

Management 59

Management Unstructured Data Metadata Cost-Benefit 59

DataRobot Blog

SEPTEMBER 13, 2022

Many implement machine learning and artificial intelligence to tackle challenges in the age of Big Data. They develop and continuously optimize AI/ML models , collaborating with stakeholders across the enterprise to inform decisions that drive strategic business value. Data scientists drive business outcomes. BARC ANALYST REPORT.

Forecasting 52

Forecasting Data-driven Machine Learning Optimization 52

Sisense

AUGUST 6, 2020

So what are the high-level steps to incorporate AI and machine learning into new and existing products? Improving customer experience and reducing cost in a single step sounds impossible, but this is exactly what correctly implemented AI can achieve. When building your data model, it’s vital to avoid both underfitting and overfitting.

Management 95

Management Machine Learning Key Performance Indicator Cost-Benefit 95

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 101

Big Data Cost-Benefit IoT Machine Learning 101

Domino Data Lab

JULY 2, 2019

Paco Nathan ‘s latest article covers program synthesis, AutoPandas, model-driven data queries, and more. Using ML models to search more effectively brought the search space down to 102—which can run on modest hardware. Model-Driven Data Queries. of relational databases represent early forms of machine learning.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Domino Data Lab

JUNE 23, 2019

This talk will describe how you can navigate all these challenges that you’re going to face and build a business where every product interaction benefits from your investment in machine learning. It used deep learning to build an automated question answering system and a knowledge base based on that information.

Management 110

Management Machine Learning Experimentation Metrics 110

Smart Data Collective

NOVEMBER 9, 2022

It has opened the door for companies to improve their business models in many ways. There are a number of great applications of machine learning. One of the biggest benefits is testing processes for optimal effectiveness. The main purpose of machine learning is to partially or completely replace manual testing.

Machine Learning 97

Machine Learning Testing Cost-Benefit Data-driven 97