CIO Business Intelligence

JANUARY 24, 2024

Deep learning AI: A rising workhorse Deep learning AI uses the same neural network architecture as generative AI, but can’t understand context, write poems or create drawings. Great for: Extracting meaning from unstructured data like network traffic, video & speech. But it’s the well-known part of AI.

Deep Learning 112

Deep Learning Unstructured Data Machine Learning Modeling 112

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. The impact of these investments will become evident in the coming years.

Unstructured Data 95

Unstructured Data Cost-Benefit Experimentation Machine Learning 95

IBM Big Data Hub

MAY 19, 2023

With the rise of cloud computing, web-based ERP providers increasingly offer Software as a Service (SaaS) solutions, which have become a popular option for businesses of all sizes. Furthermore, TDC Digital had not used any cloud storage solution and experienced latency and downtime while hosting the application in its data center.

Unstructured Data 81

Unstructured Data Data Processing Manufacturing Data Lake 81

CIO Business Intelligence

FEBRUARY 23, 2024

The ascendent rise of generative AI last year has applied pressure on CIOs across all industries to tap its potential. The digital reinvention of American Honda Motor Co. The Torrance, Calif.-based The biggest challenge we have is keeping up with the speed of change,” Brizendine says. “We

IT 122

IT Manufacturing Unstructured Data Strategy 122

CIO Business Intelligence

DECEMBER 4, 2023

Although less complex than the “4 Vs” of big data (velocity, veracity, volume, and variety), orienting to the variety and volume of a challenging puzzle is similar to what CIOs face with information management. Operationalizing data to drive revenue CIOs report that their roles are rising in importance and impact.

Unstructured Data 52

Unstructured Data Data Lake Business Objectives Metadata 52

IBM Big Data Hub

SEPTEMBER 19, 2023

Though you may encounter the terms “data science” and “data analytics” being used interchangeably in conversations or online, they refer to two distinctly different concepts. Meanwhile, data analytics is the act of examining datasets to extract value and find answers to specific questions.

Data Science 84

Data Science Data Analytics Prescriptive Analytics Analytics 84

Smart Data Collective

JULY 4, 2021

Machine learning (ML) is a form of AI that is becoming more widely used in the market because of the rising number of AI vendors in the banking industry. On the finance side of businesses, asset management firms are utilizing machine learning with computerized maintenance management systems (CMMS) and data analytics to manage digital assets.

Machine Learning 143

Machine Learning Management B2B Unstructured Data 143

CIO Business Intelligence

JUNE 6, 2023

The apps and tools have to gather, process and deliver back data to the consumer with minimal latency. An increased demand for high-performance computing for cloud data centers AI workloads require specialized processors that can handle complex algorithms and large amounts of data. What I saw blew my mind away.

Manufacturing 98

Manufacturing Unstructured Data Optimization Software 98

IBM Big Data Hub

FEBRUARY 13, 2024

For example, organizations can use generative AI to: Quickly turn mountains of unstructured text into specific and usable document summaries, paving the way for more informed decision-making. Demystifying generative AI At the heart of Generative AI lie massive databases of texts, images, code and other data types.

Enterprise 125

Enterprise Modeling Testing Data-driven 125

CDW Research Hub

MARCH 12, 2021

For organizations trying to get a better handle on their data so they can see how it affects their business outcomes, the digital age has accelerated the need for modernizing the data centers. Modernizing your data center can create cost savings. Storage, physical space and the rise of unstructured data.

Unstructured Data 52

Unstructured Data Internet of Things IoT Optimization 52

CIO Business Intelligence

MARCH 19, 2024

The 1990s: Founding myth 1990: Mike Lynch, an academic in Cambridge, England, borrows—or so the legend goes—£2,000 to start Cambridge Neurodynamics, going on to develop the software that would later give rise to Autonomy. But this rags-to-riches tale doesn’t have a happy ending. But this rags-to-riches tale doesn’t have a happy ending.

Software 105

Software Sales Unstructured Data Enterprise 105

CIO Business Intelligence

JUNE 28, 2022

Some call data the new oil. Philosophers and economists may argue about the quality of the metaphor, but there’s no doubt that organizing and analyzing data is a vital endeavor for any enterprise looking to deliver on the promise of data-driven decision-making. And to do so, a solid data management strategy is key.

Management 138

Management Internet of Things Statistics Data-driven 138

Smart Data Collective

APRIL 8, 2020

sThe recent years have seen a tremendous surge in data generation levels , characterized by the dramatic digital transformation occurring in myriad enterprises across the industrial landscape. The amount of data being generated globally is increasing at rapid rates. One of the most lucrative ways to do this is through data warehousing.

Technology 135

Technology Data Warehouse Big Data Machine Learning 135

IBM Big Data Hub

FEBRUARY 2, 2023

In today’s world, data warehouses are a critical component of any organization’s technology ecosystem. The rise of cloud has allowed data warehouses to provide new capabilities such as cost-effective data storage at petabyte scale, highly scalable compute and storage, pay-as-you-go pricing and fully managed service delivery.

Data Warehouse 57

Data Warehouse Cost-Benefit Unstructured Data Data Architecture 57

Cloudera

JANUARY 28, 2022

As I meet with our customers, there are always a range of discussions regarding the use of the cloud for financial services data and analytics. Customers vary widely on the topic of public cloud – what data sources, what use cases are right for public cloud deployments – beyond sandbox, experimentation efforts.

Slice and Dice 109

Slice and Dice Cost-Benefit Risk Data Governance 109

datapine

AUGUST 20, 2019

Businesses are going through a major change where business operations are becoming predominantly data-intensive. quintillions of bytes of data are being created each day. This pace suggests that 90% of the data in the world is generated over the past two years alone. Data has grown not only in terms of size but also variety.

Big Data 100

Big Data B2B Cost-Benefit Structured Data 100

CIO Business Intelligence

JULY 26, 2023

Large language models use various algorithms to provide support for structured and unstructured data ingestion, scale-out capacity and growth, API integration and unsupervised learning when necessary. One of the biggest issues in healthcare is staffing shortages—and it impacts us all. What is a Digital Entity? The Representation.

Technology 98

Technology Unstructured Data Forecasting Visualization 98

Sisense

AUGUST 18, 2019

Constraints and Limitations Native JSON Data Stores Performance Use Cases and Factors. When you get down to it, this is precisely the debate that rages among data scientists when it comes to PostgreSQL vs. MongoDB, and the right kind of storage for JSON data. The Rise and Rise of JSON and JSONB. A fork, on (in?)

Unstructured Data 81

Unstructured Data Data Processing Dashboards Testing 81

Cloudera

FEBRUARY 4, 2021

Financial services institutions need the ability to analyze and act on massive volumes of data from diverse sources in order to monitor, model, and manage risk across the enterprise. They need a comprehensive data and analytics platform to model risk exposures on-demand. End-to-end Data Lifecycle. Cloudera is that platform.

Risk 86

Risk Marketing Technology Management 86

Ontotext

MAY 25, 2023

This message resonates with the market positioning of Ontotext as a trusted, stable option for demanding data-centric use cases. The Knowledge Graph Conference (KGC) has proved to be a must-attend event for all graph enthusiasts. During the conference, the organizers hosted a separate track called the Healthcare and Life Sciences Symposium.

Machine Learning 52

Machine Learning Structured Data Unstructured Data Predictive Modeling 52

erwin

AUGUST 15, 2022

For NoSQL, data lakes, and data lake houses—data modeling of both structured and unstructured data is somewhat novel and thorny. This blog is an introduction to some advanced NoSQL and data lake database design techniques (while avoiding common pitfalls) is noteworthy. A sample data warehousing project.

Data Lake 52

Data Lake Modeling Unstructured Data Data Warehouse 52

Cloudera

APRIL 20, 2021

Streaming Analytics is a type of data analysis that processes data streams for real-time analytics. It continuously processes data from multiple streams and performs simple calculations to complex event processing for delivering sophisticated use cases. What are the business challenges with today’s data?

Analytics 91

Analytics Unstructured Data IoT Visualization 91

bridgei2i

MAY 17, 2021

AI-based automation tools can significantly enhance efficiency, reduce human biases and errors, and learn about the data sets to spot anomalies or identify long-term trends. With the expansion of e-commerce, credit card fraudulent transactions are on the rise. 5 Ways AI Is Transforming The Finance Industry. billion by 2026.

Finance 52

Finance Risk Management Unstructured Data Cost-Benefit 52

Smart Data Collective

JUNE 17, 2019

Big data is changing the nature of the world we live in. However, they are finally coming to live, largely due to new big data technology. However, they are finally coming to live, largely due to new big data technology. You should be aware of the advances big data has created in the arena of smart technology.

Technology 87

Technology Internet of Things Big Data IoT 87

Alation

JUNE 2, 2022

In part one of this series, I discussed how data management challenges have evolved and how data governance and security have to play in such challenges, with an eye to cloud migration and drift over time. Governing and Tracking ML/AI: The Rise of XAI. Data management can never be a pure, complete process.

Modeling 52

Modeling Data Governance Statistics Unstructured Data 52

Laminar Security

JUNE 8, 2023

With the mass adoption of the cloud, businesses of all sizes and industries gained access to the vast amounts of data generated by their own operations, their customers, and the market at large. The global datasphere is estimated to reach 221,000 exabytes by 2026 , 90% of which will be unstructured data. billion in 2023 , a 20.7%

Statistics 82

Statistics Risk Reporting Unstructured Data 82

Cloudera

DECEMBER 11, 2020

The Data Security and Governance category, at the annual Data Impact Awards, has never been so important. The sudden rise in remote working, a huge influx in data as the world turned digital, not to mention the never-ending list of regulations businesses need to remain compliant with (how many acronyms can you name in full?

Data Lake 98

Data Lake Cost-Benefit Unstructured Data Data Governance 98

DataRobot Blog

FEBRUARY 28, 2022

DataRobot is home to a treasure trove of Data Scientists. We’ve started a series called “Data Scientist Spotlight” as a way to meet the people behind the technology and introduce you to our great team. Why do you think data science is such an in-demand job right now? Introducing Alex Tsourmas.

Data Science 52

Data Science Experimentation Consulting Marketing 52

Jet Global

FEBRUARY 18, 2020

We spoke to Melling about the rise of automation and the imperatives it creates for today’s companies. . We hear about companies becoming “data-driven.” We hear about companies becoming “data-driven.” What’s distinct about working with digital data compared to the insights of the past? Are there institutional obstacles?

Data-driven 64

Data-driven Machine Learning Cost-Benefit ROI 64

Sisense

NOVEMBER 12, 2020

Data warehouse vs. databases Traditional vs. Cloud Explained Cloud data warehouses in your data stack A data-driven future powered by the cloud. We live in a world of data: There’s more of it than ever before, in a ceaselessly expanding array of forms and locations. And where does all this data live?

Data Warehouse 52

Data Warehouse Data Lake OLAP Data-driven 52

Ontotext

DECEMBER 1, 2023

It enriched their understanding of the full spectrum of knowledge graph business applications and the technology partner ecosystem needed to turn data into a competitive advantage. Content and data management solutions based on knowledge graphs are becoming increasingly important across enterprises.

Metadata 78

Metadata Sales Consulting Enterprise 78

Smart Data Collective

OCTOBER 3, 2019

Big data is playing a vital role in the evolution of small business. A compilation of research from the G2 Learning Hub Shows the number of businesses relying on big data is rising. They cited one study showing that 40% of businesses need to use unstructured data on a nearly daily basis.

Data-driven 79

Data-driven Marketing Big Data Machine Learning 79

Cloudera

SEPTEMBER 15, 2022

Cloudera Contributor: Mark Ramsey, PhD ~ Globally Recognized Chief Data Officer. July brings summer vacations, holiday gatherings, and for the first time in two years, the return of the Massachusetts Institute of Technology (MIT) Chief Data Officer symposium as an in-person event. Luke: What is a modern data platform?

Data Lake 78

Data Lake Data Architecture Data-driven Data Warehouse 78

FineReport

APRIL 26, 2023

As the world becomes increasingly digitized, the amount of data being generated on a daily basis is growing at an unprecedented rate. This has led to the emergence of the field of Big Data, which refers to the collection, processing, and analysis of vast amounts of data. What is Big Data? What is Big Data?

Big Data 52

Big Data Data Analytics Analytics Cost-Benefit 52

bridgei2i

APRIL 23, 2020

Rise in Claim backlogs/ Rejections. During the Spanish Flu pandemic, most US & UK banks were allowed to stay open as Essential Operations, albeit with changed work hours, maintaining over the counter operations and fumigating their coins. But this extracted a heavy human toll. Hundreds of staff members fell sick.

Risk 52

Risk Management Scorecard Forecasting 52

Sisense

MARCH 14, 2021

Attempting to learn more about the role of big data (here taken to datasets of high volume, velocity, and variety) within business intelligence today, can sometimes create more confusion than it alleviates, as vital terms are used interchangeably instead of distinctly. Big data challenges and solutions.

Big Data 52

Big Data IoT Data Warehouse Data-driven 52

Domino Data Lab

DECEMBER 1, 2019

This article covers how to detect data drift for models that ingest image data as their input in order to prevent their silent degradation in production. In the real word, data is recorded by different systems and is constantly changing. How data is collected, treated and transformed impacts the data.

Modeling 77

Modeling Machine Learning Deep Learning Testing 77