DataRobot Blog

MAY 5, 2022

To date, however, enterprises’ vast troves of unstructured data – photo, video, text, and more – have remained mostly untapped. At DataRobot, we are acutely aware of the ability of diverse data to create vast improvements to our customers’ business. Today, managing unstructured data is an arduous task.

Unstructured Data 52

Unstructured Data Modeling Enterprise Machine Learning 52

Boris Evelson

JUNE 14, 2018

Enterprises are sitting on mountains of unstructured data – 61% have more than 100 Tb and 12% have more than 5 Pb! Luckily there are mature technologies out there that can help. First, enterprise information architects should consider general purpose text analytics platforms.

Unstructured Data 78

Unstructured Data Analytics Technologies Technology Analytics 78

CIO Business Intelligence

JANUARY 24, 2024

“Similar to disaster recovery, business continuity, and information security, data strategy needs to be well thought out and defined to inform the rest, while providing a foundation from which to build a strong business.” Overlooking these data resources is a big mistake. It will not be something they can ignore.

Data Strategy 135

Data Strategy Strategy Unstructured Data Data Governance 135

CIO Business Intelligence

APRIL 24, 2024

Finally, the flow of AMA reports and activities generates a lot of data for the SAP system, and to be more effective, we’ll start managing it with data and business intelligence.” The goal is to correlate all types of data that affect assets and bring it all into the digital twin to take timely action,” says D’Accolti.

Digital Transformation 104

Digital Transformation Business Intelligence Unstructured Data Data Lake 104

CIO Business Intelligence

OCTOBER 30, 2023

This infrastructure must be suited to handle extreme data growth, especially with unstructured data. An estimated 90% of the global datasphere is comprised of unstructured data 1. And it’s growing rapidly, estimated at 55-65% 2 year-over-year and three times faster than structured data.

Unstructured Data 143

Unstructured Data Optimization Data-driven Strategy 143

Smart Data Collective

MAY 13, 2022

In addition, several enterprises are using AI-enabled programs to get business analytics insights from volumes of complex data coming from various sources. AI is undoubtedly a gamechanger for business intelligence. As unstructured data comes from different sources and is stored in various locations.

Business Analytics 134

Business Analytics Analytics Unstructured Data Data-driven 134

Smart Data Collective

OCTOBER 27, 2021

The application presents a massive volume of unstructured data through a graphical or programming interface using the analytical abilities of business intelligence technology to provide instant insight. Interactive analytics applications present vast volumes of unstructured data at scale to provide instant insights.

Interactive 114

Interactive Unstructured Data Analytics Data Warehouse 114

CIO Business Intelligence

JANUARY 24, 2024

Great for: Extracting meaning from unstructured data like network traffic, video & speech. Classical machine learning: Patterns, predictions, and decisions Classical machine learning is the proven backbone of pattern recognition, business intelligence, and rules-based decision-making; it produces explainable results.

Deep Learning 110

Deep Learning Unstructured Data Machine Learning Modeling 110

David Menninger's Analyst Perspectives

MARCH 30, 2020

I was recently asked to identify key modern data architecture trends. Data architectures have changed significantly to accommodate larger volumes of data as well as new types of data such as streaming and unstructured data. Here are some of the trends I see continuing to impact data architectures.

Data Architecture 244

Data Architecture Unstructured Data Data Lake Data Governance 244

CIO Business Intelligence

FEBRUARY 20, 2024

Data remains siloed in facilities, departments, and systems –and between IT and OT networks (according to a report by The Manufacturer , just 23% of businesses have achieved more than a basic level of IT and OT convergence). Denso uses AI to verify the structuring of unstructured data from across its organisation.

Data Architecture 98

Data Architecture Unstructured Data Manufacturing IT 98

CIO Business Intelligence

MARCH 21, 2022

What is a data scientist? Data scientists are analytical data experts who use data science to discover insights from massive amounts of structured and unstructured data to help shape or meet specific business needs and goals. Semi-structured data falls between the two.

Unstructured Data 136

Unstructured Data Data Analytics Analytics Structured Data 136

CIO Business Intelligence

JANUARY 30, 2024

Today, many institutions are gridlocked because AI and generative AI have very different data and IT needs than traditional technology. Users must get the right kind of storage infrastructure to handle AI workloads and process unstructured data in real-time.

Unstructured Data 111

Unstructured Data Data-driven Risk Technology 111

CIO Business Intelligence

OCTOBER 19, 2023

Enterprises can harness the power of continuous information flow by lessening the gap between traditional architecture and dynamic data streams. Unstructured data formatting issues Increasing data volume gets more challenging because it has large volumes of unstructured data.

Data Integration 125

Data Integration Unstructured Data Data-driven Data Warehouse 125

datapine

NOVEMBER 19, 2019

Almost all the major software companies are continuously making use of the leading Business Intelligence (BI) and Data Discovery tools available in the market to take their brand forward. Let us take a look into the individual concepts of social and collaborative business intelligence to learn more about how they help companies.

Business Intelligence 20

Business Intelligence Knowledge Discovery Unstructured Data Software 20

CIO Business Intelligence

DECEMBER 19, 2023

Improving search capabilities and addressing unstructured data processing challenges are key gaps for CIOs who want to deliver generative AI capabilities. But 99% also report technical challenges, listing integration (68%), data volume and cleansing (59%), and managing unstructured data (55% ) as the top three.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

CIO Business Intelligence

JANUARY 19, 2024

That’s because many organizations are currently operating with disparate IT systems that employ traditional data storage systems that are not designed to handle AI workloads and unstructured data in real-time. Learn more about unstructured data storage solutions and how they can enable AI technology.

Unstructured Data 113

Unstructured Data Recreation/Entertainment Data-driven Interactive 113

CIO Business Intelligence

FEBRUARY 6, 2024

Back in the day, when its assumptions, methodologies, and overall culture were formed, IT suffered from a serious case of ratio inversion, focusing something like 80% of its budget and efforts on the 20%, leaving 20% of its attention to help with the unstructured 80%. Documents, in this metaphor, are molecules.

Unstructured Data 98

Unstructured Data Advertising Metadata Software 98

Smart Data Collective

JUNE 10, 2022

The average data scientist earns over $108,000 a year. The interdisciplinary field of data science involves using processes, algorithms, and systems to extract knowledge and insights from both structured and unstructured data and then applying the knowledge gained from that data across a wide range of applications.

Data Science 118

Data Science Machine Learning Statistics Business Intelligence 118

CIO Business Intelligence

JANUARY 22, 2024

For any healthcare payer or provider, your strongest business asset will become your data and your model, especially when unstructured data becomes fully integrated. The need for generative AI data management may seem daunting.

Unstructured Data 98

Unstructured Data Digital Transformation Data Strategy Modeling 98

Smart Data Collective

NOVEMBER 20, 2022

You’ll learn what big data is, how it can affect your marketing and sales strategy, and more. What Is Big Data? Big data refers to an extremely large volume of data sets, including structured and unstructured data from several sources. Keep reading. Help Increase Conversion Rate.

Big Data 134

Big Data Sales Marketing B2B 134

CIO Business Intelligence

MAY 24, 2022

The Intelligent Data Management Cloud for Financial Services, like Informatica’s other industry-focused platforms, combines vertical-based accelerators with the company’s suite of machine learning tools to help with challenges around unstructured data and quick data-based decision making. .

Finance 140

Finance Management Metadata Data Quality 140

CIO Business Intelligence

NOVEMBER 28, 2023

With organizations seeking to become more data-driven with business decisions, IT leaders must devise data strategies gear toward creating value from data no matter where — or in what form — it resides. Unstructured data resources can be extremely valuable for gaining business insights and solving problems.

Unstructured Data 128

Unstructured Data Data-driven Visualization Data Quality 128

CIO Business Intelligence

JULY 23, 2023

More than 60% of corporate data is unstructured, according to AIIM , and a significant amount of this unstructured data is in the form of non-traditional “records,” like text and social media messages, audio files, video, and images.

Data Governance 98

Data Governance Unstructured Data Cost-Benefit Machine Learning 98

CIO Business Intelligence

JUNE 19, 2023

Achieving this requires a comprehensive upgrade across five dimensions of data intelligence — data architecture, data governance, data consumption, data security, and data talent. Mr. Cao noted the specific problem of unstructured data. “A Huawei’s new Data Intelligence Solution 3.0

Finance 98

Finance Unstructured Data Data Processing Data Architecture 98

CIO Business Intelligence

JUNE 15, 2023

Achieving this requires a comprehensive upgrade across five dimensions of data intelligence — data architecture, data governance, data consumption, data security, and data talent. Mr. Cao noted the specific problem of unstructured data. “A Huawei’s new Data Intelligence Solution 3.0

Unstructured Data 98

Unstructured Data Finance Data Processing Data Architecture 98

CIO Business Intelligence

AUGUST 9, 2023

Unstructured data needs for generative AI Generative AI architecture and storage solutions are a textbook case of “what got you here won’t get you there.” In other words, storage platforms must be aligned with the realities of unstructured data and the emerging needs of generative AI.

Unstructured Data 98

Unstructured Data Modeling Data Architecture Enterprise 98

Smarten

AUGUST 23, 2023

If you are looking for ways to get started on your AI journey and take advantage of the current capabilities of this technology, here are a few ideas to get you started with AI: Unstructured Data : – Use artificial intelligence and GPT to summarize PDFs, HTML and other unstructured documents and data.

Unstructured Data 52

Unstructured Data Digital Transformation Structured Data Consulting 52

CIO Business Intelligence

SEPTEMBER 7, 2023

First, there is the need to properly handle the critical data that fuels defense decisions and enables data-driven generative AI. Organizations need novel storage capabilities to handle the massive, real-time, unstructured data required to build, train and use generative AI.

Unstructured Data 117

Unstructured Data Cost-Benefit Risk Risk Management 117

CIO Business Intelligence

SEPTEMBER 14, 2023

While data engineers develop, test, and maintain data pipelines and data architectures, data scientists tease out insights from massive amounts of structured and unstructured data to shape or meet specific business needs and goals.

Analytics 135

Analytics Data Science Unstructured Data Data mining 135

CIO Business Intelligence

FEBRUARY 29, 2024

Preparing data for an AI-centric world The benefits of Microsoft Copilot and other generative AI tools can only be achieved with a strong data foundation. What’s more, manufacturing data is growing at exponential rates, estimated at 200-500% over the next five years. This can be a major challenge.

Manufacturing 113

Manufacturing Unstructured Data Cost-Benefit Risk 113

bridgei2i

SEPTEMBER 23, 2020

Complex business hierarchies, fast changing business scenarios and time-consuming insights require them to be agile and responsive to stay ahead in the game. Bringing in the techno-functional perspective, she handles roadmap, solutioning and delivery of AI accelerators as part of her current responsibilities.

Enterprise 97

Enterprise Unstructured Data Data Lake Digital Transformation 97

datapine

AUGUST 14, 2019

Geet our bite-sized free summary and start building your data skills! What Is A Data Science Tool? In the past, data scientists had to rely on powerful computers to manage large volumes of data. Geet our bite-sized free summary and start building your data skills! BI Tools And Applications.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

IBM Big Data Hub

SEPTEMBER 19, 2023

Data science is an area of expertise that combines many disciplines such as mathematics, computer science, software engineering and statistics. It focuses on data collection and management of large-scale structured and unstructured data for various academic and business applications.

Data Science 84

Data Science Data Analytics Prescriptive Analytics Analytics 84

CIO Business Intelligence

FEBRUARY 16, 2023

The Basel, Switzerland-based company, which operates in more than 100 countries, has petabytes of data, including highly structured customer data, data about treatments and lab requests, operational data, and a massive, growing volume of unstructured data, particularly imaging data.

Unstructured Data 104

Unstructured Data Data Lake Prescriptive Analytics Digital Transformation 104

Smarten

JUNE 10, 2022

Obviously, when it comes to your competitive market space, your business does not want to exist in that 68% of the pie chart! Your senior execs and managers want to leverage data and information to gain a competitive advantage and succeed. Business Intelligence. Dashboards. Real Time and Cached Cube Management.

Slice and Dice 52

Slice and Dice Analytics Key Performance Indicator Business Intelligence 52

CIO Business Intelligence

DECEMBER 14, 2023

Learn more about unstructured data storage solutions and how they can enable AI technology. Artificial Intelligence One thing is certain: Newfound approaches and innovations will emerge and obsolete old ways of thinking and doing, creating a new pillar of progress for the future and all of humankind.

Manufacturing 143

Manufacturing Cost-Benefit Unstructured Data Optimization 143

CIO Business Intelligence

JUNE 5, 2023

Handling unstructured data and the decision-making process are the need of the hour. Improvements in cognitive capabilities might be beneficial in shifting the focus away from rule-based automation and toward unstructured data.” Digital Transformation, Robotic Process Automation

Unstructured Data 98

Unstructured Data Sales Digital Transformation Strategy 98