CIO Business Intelligence

APRIL 15, 2022

Derek Driggs, a machine learning researcher at the University of Cambridge, together with his colleagues, published a paper in Nature Machine Intelligence that explored the use of deep learning models for diagnosing the virus. The algorithm learned to identify children, not high-risk patients.

Analytics 145

Analytics Machine Learning Insurance Testing 145

CIO Business Intelligence

OCTOBER 16, 2023

It leverages techniques to learn patterns and distributions from existing data and generate new samples. GenAI models can generate realistic images, compose music, write text, and even design virtual worlds. The critical characteristic of GenAI is its ability to explicitly create something that does not exist in the training data.

Forecasting 137

Forecasting Machine Learning Software Data-driven 137

IBM Big Data Hub

MAY 9, 2023

The answer is that generative AI leverages recent advances in foundation models. Unlike traditional ML, where each new use case requires a new model to be designed and built using specific data, foundation models are trained on large amounts of unlabeled data, which can then be adapted to new scenarios and business applications.

Data Warehouse 106

Data Warehouse Machine Learning Cost-Benefit Metadata 106

CIO Business Intelligence

DECEMBER 10, 2024

AWS provides diverse pre-trained models for various generative tasks, including image, text, and music creation. Google is making strides in developing specialized AI models, such as those tailored for healthcare applications like ultrasound image interpretation.

Strategy 105

Strategy Data-driven Cost-Benefit Machine Learning 105

IBM Big Data Hub

APRIL 18, 2023

ISO 20022 data improves payment efficiency The impact of ISO 20022 on payment systems data is significant, as it allows for more detailed information in payment messages. ISO 20022 drives improved analytics and new revenue opportunities ISO 20022 enables more sophisticated payment analytics by providing a richer data set for analysis.

Risk Management 110

Risk Management Cost-Benefit Risk Data-driven 110

Cloudera

AUGUST 21, 2021

Cloudera’s customers in the financial services industry have realized greater business efficiencies and positive outcomes as they harness the value of their data to achieve growth across their organizations. Data enables better informed critical decisions, such as what new markets to expand in and how to do so.

Data-driven 103

Data-driven Digital Transformation Risk Risk Management 103

DataKitchen

FEBRUARY 21, 2023

are more efficient in prioritizing data delivery demands.” Release New Data Engineering Work Often With Low Risk: “Testing and release processes are heavily manual tasks… automate these processes.” Learn, improve, and iterate quickly (with feedback from the customer) with low risk.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

Cloudera

FEBRUARY 15, 2024

While there are clear reasons SVB collapsed, which can be reviewed here , my purpose in this post isn’t to rehash the past but to present some of the regulatory and compliance challenges financial (and to some degree insurance) institutions face and how data plays a role in mitigating and managing risk.

Insurance 88

Insurance Data Architecture Risk Management Risk 88

Laminar Security

DECEMBER 22, 2023

This type of data, which often accumulates unnoticed, can significantly inflate cloud storage costs. By using DSPM tools to pinpoint and remove ROT data, businesses can both reduce their storage needs and also streamline their operations while minimizing the risk of data breaches.

Cost-Benefit 95

Cost-Benefit Risk Optimization Risk Management 95

Cloudera

AUGUST 8, 2024

Cloudera is excited to announce a partnership with Allitix, a leading IT consultancy specializing in connected planning and predictive modeling. This facilitates improved collaboration across departments via data virtualization, which allows users to view and analyze data without needing to move or replicate it.

Enterprise 72

Enterprise Predictive Modeling Cost-Benefit Unstructured Data 72

erwin

JANUARY 23, 2025

IDC, BARC, and Gartner are just a few analyst firms producing annual or bi-annual market assessments for their research subscribers in software categories ranging from data intelligence platforms and data catalogs to data governance, data quality, metadata management and more.

Metadata 52

Metadata Data Quality Data Governance Software 52

CIO Business Intelligence

NOVEMBER 14, 2022

Migration works best by considering the guardrails and processes needed to collect data, store it with the appropriate security and governance models, and then accelerate innovation,” Toner said. AWS doesn’t recommend that organizations try to completely re-create its on-premises environment in the cloud.

Analytics 111

Analytics Machine Learning Testing Data Strategy 111

DataKitchen

OCTOBER 2, 2023

Data Teams and Their Types of Data Journeys In the rapidly evolving landscape of data management and analytics, data teams face various challenges ranging from data ingestion to end-to-end observability. It explores why DataKitchen’s ‘Data Journeys’ capability can solve these challenges.

Data Quality 100

Data Quality Testing Uncertainty Data Enablement 100

AWS Big Data

JULY 29, 2024

Create anomaly detection models : Choose the Graphed metrics tab and click the Pulse icon to enable anomaly detection. Configure alerts After the anomaly detection model is set up, set up an alert to notify operations teams about potential issues: Create alarm : Choose the bell icon under Actions on the same Graphed metrics tab.

Metadata 118

Metadata Snapshot Data Lake Metrics 118

datapine

OCTOBER 7, 2020

They help in making the right decision: To ensure positive business results, data-enabled decisions are critical. What are key metrics in this case enabling – is an environment that focuses on making the right decision at the right time since they will present the data, and help you derive insights.

KPI 269

KPI Metrics Sales Visualization 269

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. AI platform tools enable knowledge workers to analyze data, formulate predictions and execute tasks with greater speed and precision than they can manually.

Machine Learning 71

Machine Learning Manufacturing Deep Learning Cost-Benefit 71

AWS Big Data

NOVEMBER 29, 2023

These announcements drive forward the AWS Zero-ETL vision to unify all your data, enabling you to better maximize the value of your data with comprehensive analytics and ML capabilities, and innovate faster with secure data collaboration within and across organizations.

Data Warehouse 112

Data Warehouse Data Lake Analytics Machine Learning 112

CIO Business Intelligence

MARCH 6, 2023

Advancements in analytics and AI as well as support for unstructured data in centralized data lakes are key benefits of doing business in the cloud, and Shutterstock is capitalizing on its cloud foundation, creating new revenue streams and business models using the cloud and data lakes as key components of its innovation platform.

Data Lake 88

Data Lake Cost-Benefit Recreation/Entertainment Unstructured Data 88

Octopai

JUNE 19, 2023

For business users Data Catalogs offer a number of benefits such as better decision-making; data catalogs provide business users with quick and easy access to high-quality data. This availability of accurate and timely data enables business users to make informed decisions, improving overall business strategies.

Metadata 98

Metadata Data Governance Measurement Risk Management 98

Ontotext

MAY 5, 2023

These two key data elements are used in approximately 80% of the use cases in the sector. It is reused in modeling the publication of entity data or regulatory-mandated data exchange, as seen in the example provided below. FIBO represents such a common vocabulary.

Data Collection 64

Data Collection Risk Data-driven Interactive 64

Cloudera

OCTOBER 19, 2023

Large 5G networks will host tens of millions of connected devices (somewhere in the 1,000x capacity compared to 4G), each instrumented to generate telemetry data, giving telcos the ability to model and simulate operations at a level of detail previously impossible.

Data-driven 76

Data-driven Data Architecture Predictive Modeling Digital Transformation 76

Decision Management Solutions

JUNE 28, 2024

In the rapidly evolving landscape of artificial intelligence, the ability to contribute to and shape large language models (LLMs) has traditionally been reserved for those with deep expertise in AI and machine learning.

Data-driven 52

Data-driven Machine Learning Modeling Reporting 52

IBM Big Data Hub

DECEMBER 20, 2023

The hybrid multicloud model Today most enterprise businesses rely on a hybrid multicloud environment. Evaluate overall costs Bear in mind that cloud service providers offer different pricing models and service levels to help you align cloud IT resources and costs with application needs and business value.

Strategy 93

Strategy Cost-Benefit Digital Transformation Optimization 93

Sisense

OCTOBER 6, 2020

These techniques allow you to: See trends and relationships among factors so you can identify operational areas that can be optimized Compare your data against hypotheses and assumptions to show how decisions might affect your organization Anticipate risk and uncertainty via mathematically modeling.

Statistics 98

Statistics Unstructured Data Data-driven Visualization 98

IBM Big Data Hub

APRIL 4, 2024

Benefits: Automated claim processing Reduced processing times Enhanced visibility Compliance and risk management By automating routine tasks and implementing predefined rules, BPM enables timely compliance with regulatory requirements and internal policies. In fact, BPM can be used to improve the project management process.

Management 54

Management Cost-Benefit Metrics Consulting 54

IBM Big Data Hub

DECEMBER 7, 2023

Initially, they were designed for handling large volumes of multidimensional data, enabling businesses to perform complex analytical tasks, such as drill-down , roll-up and slice-and-dice. Early OLAP systems were separate, specialized databases with unique data storage structures and query languages.

OLAP 57

OLAP Slice and Dice Cost-Benefit Data Warehouse 57

AWS Big Data

MARCH 27, 2024

Achieving this will also improve general public health through better and more timely interventions, identify health risks through predictive analytics, and accelerate the research and development process.

Data Analytics 105

Data Analytics Analytics Data Warehouse Data Lake 105

FineReport

APRIL 9, 2024

Healthcare data governance plays a pivotal role in ensuring the secure handling of patient data while complying with stringent regulations. The implementation of robust healthcare data management strategies is imperative to mitigate the risks associated with data breaches and non-compliance.

Digital Transformation 52

Digital Transformation Business Intelligence Data-driven Visualization 52

Alation

JUNE 1, 2023

As the world’s leading information hub for professional networks, Thomson Reuters manages masses of data. However, managing risk and accommodating growth can be challenging. Join Gene and Michael to discover how people are using Snowflake and Alation to mitigate compliance risk, boost user productivity, and enhance data usage.

Metadata 52

Metadata Data Governance Data-driven Recreation/Entertainment 52

Andrew White

JANUARY 11, 2021

Where does the Data Architect role fits in the Operational Model ? Assuming a data architect helps model and guide and assist D&A then they play a key role. But we also know not all data is equal, and not all data is equally valuable. Some data is more a risk than valuable. Governance.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Cloudera

SEPTEMBER 12, 2018

Toshiba Memory’s ability to apply machine learning on petabytes of sensor and apparatus data enabled detection of small defects and inspection of all products instead of a sampling inspection. FairVentures’ Data Lab improves data access and availability to drive innovation and analytic discoveries by actuaries and data scientists.

Machine Learning 45

Machine Learning Big Data Data Science Data Warehouse 45

FineReport

APRIL 24, 2024

With features such as natural language querying and advanced AI capabilities, Bold Power BI empowers users to derive actionable insights from their data effortlessly. Furthermore, FineReport stands out as a popular choice for its associative data model , which facilitates the dynamic exploration of data relationships.

Visualization 52

Visualization Dashboards Interactive Key Performance Indicator 52

O'Reilly on Data

APRIL 23, 2024

Perhaps a more direct way to say this in the context of economic value creation is that companies such as Amazon and Google and Facebook had developed a set of remarkable advances in networked and data-enabled market coordination. But over time, something went very wrong. These companies did continue to innovate.

Advertising 334

Advertising Cost-Benefit Marketing Risk 334

Grooper

AUGUST 19, 2019

Connect the Dots Between Data Literacy, ISL, and the Requirements List. Data literacy is solved by a structured program of learning information as a second language (ISL). ISL eliminates data literacy by modeling the way we learn spoken language. Master data management. Data governance. Data pipelines.

Analytics 54

Analytics Machine Learning Data Science Data-driven 54

Jet Global

APRIL 8, 2024

This can lead to delays in filing disclosures and increase the risk of errors that could result in regulatory penalties or damage to your company’s reputation. Finally, the need to manually transfer data between disparate systems introduces a significant risk of human error.

Reporting 52

Reporting Management Forecasting Finance 52

Jet Global

MAY 9, 2024

A data pipeline is a series of processes that move raw data from one or more sources to one or more destinations, often transforming and processing the data along the way. Data pipelines support data science and business intelligence projects by providing data engineers with high-quality, consistent, and easily accessible data.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Machine Learning 52

Jet Global

APRIL 3, 2024

Automation of tasks like data collection, reconciliation, and reporting saves substantial time and resources. Real-time access to financial data grants deep insights, facilitating informed decision-making and risk identification. Cloud-based solutions can automate tasks such as data collection, reconciliation, and reporting.

Reporting 52

Reporting Cost-Benefit Forecasting Software 52