The Data Lake
What is a Data Lake? | Google Cloud
A data lake is a repository that stores, processes, and secures large amounts of data. Data lakes help businesses cut costs, manage data, and use AI.
A data lake is usually a single store of data including raw copies of source system data, sensor data, social data etc., and transformed data used for tasks ...
What is a Data Lake? Data Lake vs. Warehouse | Microsoft Azure
A data lake is a centralized repository that ingests and stores large volumes of data in its original form.
Introduction to Data Lakes - Databricks
Data lakes provide a complete and authoritative data store that can power data analytics, business intelligence and machine learning.
What is a Data Lake? | Snowflake Guides
A data lake is an unstructured repository storing unprocessed data from various sources without organization, allowing business users to explore and analyze ...
What is a data lake & why does it matter? - SAS
A data lake quickly provides the necessary scale and diversity of data to do so. It can also be a consolidation point for both big data and traditional data, ...
Data Lake Explained: Architecture and Examples - AltexSoft
The term data lake itself is metaphorical, evoking an image of a large body of water fed by multiple streams, each bringing new data to be ...
A data lake is a low-cost storage environment, which typically houses petabytes of raw data in both structured and unstructured formats.
What is a Data Lake? - Teradata
A data lake is a collection of long-term data containers that capture, refine, and explore any form of raw data at scale. It is enabled by low-cost technologies ...
What is a Data Lake? Architecture & Benefits - SentinelOne
In a data lake, raw data is stored in its original form, allowing for various types of data to be kept simultaneously. On the other hand, a data ...
What Is a Data Lake? Key Concepts and Benefits | Salesforce US
A data lake is a central repository of large volumes of data that's stored in its original form. Most of that data is raw and unprocessed.
Data Lake: A Definition | Snowflake
A data lake is an unstructured repository of unprocessed data, stored without organization or hierarchy, allowing for general storage of all types of data, ...
What is a Data Lake? Data Lake vs Data Warehouse - lakeFS
What is a Data Lake? A data lake is a system of technologies that allow for the querying of data in file or blob objects. When employed ...
What is a Data Lake? | Glossary | HPE
A data lake is used to hold a large amount of data in its native, raw format in a central location—typically the cloud. By leveraging inexpensive object storage ...
What Is a Data Lake? - Palo Alto Networks
In a data lake, data is ingested from multiple sources such as databases, data streams, applications, and IoT devices. This data is stored as-is, without the ...
A data lake is a place to store your structured and unstructured data, as well as a method for organizing large volumes of highly diverse data from diverse ...
A data lake is a data storage strategy whereby a centralized repository holds all of an organization's structured and unstructured data.
What are Data Lakes | Architecture & Analytics - Imperva
Data Lake Architecture · All data is accepted to the data lake—it ingests and archives data from multiple sources, including structured, unstructured, raw, and ...
What is a Data Lake? | Teradata
A data lake is a centralized storehouse that enables organizations to store and manage enormous amounts of data in its native format—whether it's structured, ...
What Is a Data Lake? (Definition, Advantages, Uses) - Built In
A data lake is a digital storage area where businesses hold structured and unstructured data including social media data, log files, emails, images and videos.