ODSC - Open Data Science

APRIL 28, 2023

As critical data flows across an organization from various business applications, data silos become a big issue. The data silos, missing data, and errors make data management tedious and time-consuming, and they’re barriers to ensuring the accuracy and consistency of your data before it is usable by AI/ML.

ML 98

ML ML Data Silos Data Quality 98

Dataconomy

MAY 26, 2025

Technologies employed in big data management Technological solutions play a vital role in big data management, enabling organizations to process and analyze large datasets effectively. Platforms and tools Organizations often rely on advanced tools such as Apache Hadoop and Apache Spark to streamline data handling.

Big Data 91

Big Data Big Data Apache Hadoop Data Quality 91

Analytics Vidhya

AUGUST 31, 2022

This article was published as a part of the Data Science Blogathon. Introduction A data lake is a central data repository that allows us to store all of our structured and unstructured data on a large scale.

Data Lakes 271

Data Lakes Big Data Big Data Data Science 271

Smart Data Collective

JUNE 3, 2019

The ability to connect data silos throughout the organization has been a Business Intelligence challenge for years, especially in banks where mergers and acquisitions have generated numerous and costly data silos. This integration is even more important, but much more complex with Big Data.

Big Data 85

Big Data Big Data Data Silos AI 85

Smart Data Collective

MARCH 21, 2022

It gained acceptance more than a decade ago when the industry was waking up to the potential urgency of big data that we are witnessing today. The Hadoop library enabled distributed processing across all points of data storage. Equally effective is the virtualization of data that integrates data silos using a logical layer.

Data Lakes 75

Data Lakes Hadoop Data Silos Data Warehouse 75

ODSC - Open Data Science

JUNE 7, 2023

Oracle What Oracle offers is a big data service that is a fully managed, automated cloud service that provides enterprise organizations with a cost-effective Hadoop environment. Snowflake Snowflake is a cross-cloud platform that looks to break down data silos.

Data Lakes 52

Data Lakes Azure Data Warehouse Hadoop 52

IBM Journey to AI blog

JANUARY 18, 2023

A data fabric can consist of multiple data warehouses, data lakes, IoT/Edge devices and transactional databases. It can include technologies that range from Oracle, Teradata and Apache Hadoop to Snowflake on Azure, RedShift on AWS or MS SQL in the on-premises data center, to name just a few.

Data Lakes 52

Data Lakes Data Warehouse Azure Apache Hadoop 52