The Data Administration Newsletter

NOVEMBER 20, 2024

Data quality issues continue to plague financial services organizations, resulting in costly fines, operational inefficiencies, and damage to reputations. Key Examples of Data Quality Failures — […]

Data Quality 122

Data Quality Data Silos Data Governance 122

IBM Journey to AI blog

JANUARY 23, 2023

Ensure data quality Regularly check your data for accuracy and completeness. Break down data silos Data silos are the bane of any data governance program. If you’d like to explore more about data governance now, we recommend you check out The Data Differentiator.

Data Governance 74

Data Governance Data Silos Data Quality AI 74

ML @ CMU

MAY 12, 2023

Unfortunately, while this data contains a wealth of useful information for disease forecasting, the data itself may be highly sensitive and stored in disparate locations (e.g., In this post we discuss our research on federated learning , which aims to tackle this challenge by performing decentralized learning across private data silos.

Data Silos 130

Data Silos Algorithm ML ML 130

Dataversity

JANUARY 5, 2024

The average enterprise IT organization is managing petabytes of file and object data. This has resulted in high costs for data storage and protection, growing security risks from shadow IT and too many data silos, and the desire to leverage […] The post Unstructured Data Management Predictions for 2024 appeared first on DATAVERSITY.

Data Silos 59

Data Silos Cloud Data AI AI 59

IBM Journey to AI blog

JUNE 7, 2023

With IBM Storage Defender, clients can cut through data silos and devise an action plan to strengthen their data resilience. For example, a client could air-gap copies of the most sensitive data, hold it off-premises and periodically test for recoverability.

Data Silos 95

Data Silos 95

Dataversity

AUGUST 2, 2024

In today’s digital age, vast amounts of business data are gathered from different sources. Even when organizations strategically invest in analytics tools, they still face challenges in the form of data silos, unstructured data management, and failure of business-driven insights from tools.

Data Silos 52

Data Silos AI AI Analytics 52

IBM Journey to AI blog

APRIL 15, 2024

Organizations gain the ability to effortlessly modify and scale their data in response to shifting business demands, leading to greater agility and adaptability. A data virtualization platform breaks down data silos by using data virtualization.

Analytics 81

Analytics Analytics Data Silos AI 81

Dataversity

DECEMBER 24, 2020

The Data Rants video blog series begins with host Scott Taylor “The Data Whisperer.” Click to learn more about author Scott Taylor.

Data Quality 97

Data Quality Data Silos Data Governance 97

IBM Data Science in Practice

APRIL 26, 2024

In this blog, we explore how the introduction of SQL Asset Type enhances the metadata enrichment process within the IBM Knowledge Catalog , enhancing data governance and consumption. Acknowledgement I would like to thank Ananya Sarkar for helping me with this blog and Yannick Saillet for helping me to review it.

SQL 130

SQL Data Quality Data Governance Data Scientist 130

IBM Journey to AI blog

OCTOBER 18, 2024

Strong integration capabilities ensure smooth data flow between departments, eliminating data silos. Explore why you should choose Planning Analytics The post 6 best practices for choosing a business planning solution appeared first on IBM Blog. Flexibility is key.

Data Silos 101

Data Silos Analytics Analytics AI 101

AWS Machine Learning Blog

MARCH 15, 2024

This is a guest blog post written by Nitin Kumar, a Lead Data Scientist at T and T Consulting Services, Inc. Duration of data informs on long-term variations and patterns in the dataset that would otherwise go undetected and lead to biased and ill-informed predictions. Much of this work comes down to the data.”

AWS 127

AWS ML ML Data Silos 127

Dataversity

FEBRUARY 6, 2023

Organizations seeking responsive and sustainable solutions to their growing data challenges increasingly lean on architectural approaches such as data mesh to deliver information quickly and efficiently.

Data Silos 52

Data Silos Data Quality Cloud Data 52

Alation

MARCH 29, 2022

The 1980s ushered in the antithesis of this version of computing — personal computing and distributed database management — but also introduced duplicated data and enterprise data silos. During the 1990s, attempts were made to tackle challenges including: Inefficient data silos. Subscribe to Alation's Blog.

Business Intelligence 96

Business Intelligence Business Intelligence Data Silos Citizen Data Scientist 96

IBM Journey to AI blog

JANUARY 25, 2023

In our last blog , we introduced Data Governance: what it is and why it is so important. In this blog, we will explore the challenges that organizations face as they start their governance journey. Organizations have long struggled with data management and understanding data in a complex and ever-growing data landscape.

Data Governance 52

Data Governance Data Silos Data Quality Analytics 52

Precisely

SEPTEMBER 12, 2023

As a proud member of the Connect with Confluent program , we help organizations going through digital transformation and IT infrastructure modernization break down data silos and power their streaming data pipelines with trusted data.

Data Silos 52

Data Silos Apache Kafka Data Pipeline Data Quality 52

IBM Journey to AI blog

OCTOBER 30, 2023

The platform provides an intelligent, self-service data ecosystem that enhances data governance, quality and usability. By migrating to watsonx.data on AWS, companies can break down data silos and enable real-time analytics, which is crucial for timely decision-making.

AWS 95

AWS Data Warehouse AI AI 95

phData

APRIL 18, 2023

Data, technology, and improved trade execution could all be utilized by businesses to increase investment returns, spur innovation, and provide better investor experiences. The data-sharing features of Snowflake enable enterprises to integrate their data without creating any data silos or building new technology capabilities.

Data Silos 52

Data Silos ETL Clustering Analytics 52

IBM Journey to AI blog

DECEMBER 7, 2023

API-led connectivity, also known as API-led integration or API connectivity, addresses these requirements to helps organizations break down data silos, improve collaboration, respond to change quickly and increase innovation. This is where application programming interfaces (APIs) can help.

Data Silos 88

Data Silos 88

IBM Journey to AI blog

MAY 9, 2023

Supporting the data management life cycle According to IDC’s Global StorageSphere, enterprise data stored in data centers will grow at a compound annual growth rate of 30% between 2021-2026. [2] ” Notably, watsonx.data runs both on-premises and across multicloud environments.

Data Warehouse 92

Data Warehouse AWS AI AI 92

AWS Machine Learning Blog

MARCH 15, 2024

For more information, refer to Releasing FedLLM: Build Your Own Large Language Models on Proprietary Data using the FedML Platform. FedML Octopus System hierarchy and heterogeneity is a key challenge in real-life FL use cases, where different data silos may have different infrastructure with CPU and GPUs.

AWS 129

AWS ML ML Machine Learning 129

IBM Journey to AI blog

OCTOBER 13, 2023

In addition, digital transformation initiatives have created the proliferation of applications, creating data siloes. Request a demo and try IBM Event Automation The post Responding in real time to changing market dynamics appeared first on IBM Blog.

Data Silos 83

Data Silos Data Analysis Data Analysis Algorithm 83

IBM Journey to AI blog

JANUARY 15, 2024

It introduced Robotic Process Automation (RPA) in pilot scenarios to swiftly enhance process efficiency and quality, integrating system resources cost-effectively and breaking data silos. Start your journey toward efficient, AI-powered process optimization.

Data Silos 85

Data Silos AI AI Artificial Intelligence 85

Alation

OCTOBER 5, 2021

Roadblock #3: Silos Breed Misunderstanding. A data silo is an island of information that does not connect with other islands. Typically, these data silos will prevent two-way flows of data outside and inside of the organization. Subscribe to Alation's Blog. and/or its affiliates in the U.S.

Data Governance 96

Data Governance Data Quality Data Silos Analytics 96

IBM Journey to AI blog

MAY 15, 2024

According to International Data Corporation (IDC), stored data is set to increase by 250% by 2025 , with data rapidly propagating on-premises and across clouds, applications and locations with compromised quality. This situation will exacerbate data silos, increase costs and complicate the governance of AI and data workloads.

Data Pipeline 85

Data Pipeline ETL SQL Database 85

Alation

MARCH 21, 2023

While this industry has used data and analytics for a long time, many large travel organizations still struggle with data silos , which prevent them from gaining the most value from their data. What is big data in the travel and tourism industry? Curious to see Alation in action?

Analytics 52

Analytics Analytics Data Silos Big Data 52

phData

APRIL 2, 2024

With its ability to cater to a large variety of workloads, which include AI/ML , data warehousing, data lake , and data engineering , Snowflake also enables banks to go beyond personalization and tackle additional use cases such as financial forecasting, risk management, and more.

ML 52

ML ML Data Silos Data Lakes 52

phData

SEPTEMBER 20, 2023

A data mesh is a decentralized approach to data architecture that’s been gaining traction as a solution to the challenges posed by large and complex data ecosystems. It’s all about breaking down data silos, empowering domain teams to take ownership of their data, and fostering a culture of data collaboration.

Data Silos 52

Data Silos Database Data Quality Data Engineering 52

IBM Journey to AI blog

FEBRUARY 19, 2024

Figure 2: The data product lifecycle The banking industry, for example, faces the following challenges: Competition from agile and innovative financial technology and challenger banks. Organizational data silos that impede a unified customer experience. High degree of regulatory control. Need to protect sensitive information.

Data Silos 82

Data Silos Analytics Analytics Data Warehouse 82

Dataversity

OCTOBER 22, 2021

The Data Rants video blog series begins with host Scott Taylor “The Data Whisperer.” Click to learn more about author Scott Taylor.

Data Quality 52

Data Quality Data Silos Data Governance 52

phData

MAY 25, 2023

The combination of these two platforms provide supply chain organizations with the data capabilities needed to allow them to harness the full potential of their data. With the advent of IoT devices in the manufacturing industry, supply chain data is as diverse and complex as it’s ever been.

Data Silos 52

Data Silos System Architecture Cloud Data Data Analyst 52

Precisely

AUGUST 22, 2024

What is data fabric Data fabric is a data management architecture that allows you to break down data silos, improve efficiencies, and accelerate access for users. It provides a unified and consistent data infrastructure across distributed environments, accelerating analytics and decision-making.

Data Governance 69

Data Governance Data Silos Analytics Analytics 69

phData

FEBRUARY 14, 2023

Insurance companies often face challenges with data silos and inconsistencies among their legacy systems. To address these issues, they need a centralized and integrated data platform that serves as a single source of truth, preferably with strong data governance capabilities.

Data Governance 52

Data Governance Data Silos Predictive Analytics Data Wrangling 52

DataRobot Blog

FEBRUARY 28, 2023

Integrating different systems, data sources, and technologies within an ecosystem can be difficult and time-consuming, leading to inefficiencies, data silos, broken machine learning models, and locked ROI. According to Flexera 1 , 92% of enterprises have a multi-cloud strategy, while 80% have a hybrid cloud strategy.

Exploratory Data Analysis 72

Exploratory Data Analysis ML ML AI 72

AWS Machine Learning Blog

JANUARY 13, 2023

This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML.

AWS 96

AWS Analytics Analytics Machine Learning 96

IBM Journey to AI blog

DECEMBER 4, 2023

The software provides an integrated and unified platform for disparate business processes such as supply chain management and human resources , providing a holistic view of an organization’s operations and breaking down data silos. Using automation , Oracle can simplify routine tasks to increase operational efficiency.

Data Silos 90

Data Silos Clean Data Data Quality 90

IBM Journey to AI blog

MARCH 14, 2024

Businesses face significant hurdles when preparing data for artificial intelligence (AI) applications. The existence of data silos and duplication, alongside apprehensions regarding data quality, presents a multifaceted environment for organizations to manage.

AWS 93

AWS Database ETL AI 93

Precisely

FEBRUARY 12, 2024

For instance, telcos are early adopters of location intelligence – spatial analytics has been helping telecommunications firms by adding rich location-based context to their existing data sets for years.

Data Governance 64

Data Governance Analytics Analytics Machine Learning 64