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What is a Data Lake? Data Lake vs. Warehouse | Microsoft Azure
https://azure.microsoft.com/en-us/resources/cloud-computing-dictionary/what-is-a-data-lake/
WEBThis introductory guide explores the many benefits and use cases of a data lake. Learn what a data lake is, why it matters, and discover the difference between data lakes and data warehouses. But first, let's define data lake as a term. A data lake is a centralized repository that ingests and stores large volumes of data in its original form.
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What is a Data Lake? - Introduction to Data Lakes and Analytics
https://aws.amazon.com/what-is/data-lake/
WEBA data lake is a centralized repository that allows you to store all your structured and unstructured data at any scale. You can store your data as-is, without having to first structure the data, and run different types of analytics—from dashboards and visualizations to big data processing, real-time analytics, and machine learning to guide ...
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Data lake - Wikipedia
https://en.wikipedia.org/wiki/Data_lake
WEBA 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 such as reporting, visualization, advanced analytics and machine learning.
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What is a Data Lake? | Google Cloud
https://cloud.google.com/learn/what-is-a-data-lake
WEBA data lake is a centralized repository designed to store, process, and secure large amounts of structured, semistructured, and unstructured data. It can store data in its native format and...
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What is a data lake? | Cloudflare
https://www.cloudflare.com/learning/cloud/what-is-a-data-lake/
WEBA data lake is a type of repository that stores data in its natural (or raw) format. Also called “data pools,” data lakes are a feature of object storage, a cloud -based storage system designed to handle large amounts of structured and unstructured data.
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Introduction to Data Lakes | Databricks
https://www.databricks.com/discover/data-lakes
WEBPower data science and machine learning. Data lakes allow you to transform raw data into structured data that is ready for SQL analytics, data science and machine learning with low latency. Raw data can be retained indefinitely at low …
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Data Lake | Microsoft Azure
https://azure.microsoft.com/en-us/solutions/data-lake/
WEBBuilt on YARN, designed for the cloud. Try it now. Azure Data Lake includes all the capabilities required to make it easy for developers, data scientists, and analysts to store data of any size, shape, and speed, and do all types of processing and analytics across platforms and languages.
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What Is a Data Lake? (Definition, Advantages, Uses) | Built In
https://builtin.com/data-science/data-lake
WEBJul 20, 2023 · A data lake is a data storage repository that can store and process structured, semi-structured and unstructured data at any scale until ready for analysis. Data Lake Overview. Data lakes were created to provide more agile, flexible storage options that allow for all types of data.
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What Is a Data Lake? I IBM
https://www.ibm.com/topics/data-lake
WEBOriginally coined by the former CTO of Pentaho, a data lake is a low-cost storage environment, which typically houses petabytes of raw data. Unlike a data warehouse, a data lake can store both structured and unstructured data, and it does not require a defined schema to store data, a characteristic known as “schema-on-read.”
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What is Data Lake? | Oracle
https://www.oracle.com/big-data/data-lake/what-is-data-lake/
WEBHere's a simple definition: 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 sources. Data lakes are becoming increasingly important as people, especially in business and technology, want to perform broad data exploration and …
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