What is a Data Lake? Data Lake vs. Warehouse | Microsoft Azure
Data lakes provide core data consistency across a variety of applications, powering big data analytics, machine learning, predictive analytics, and other forms of intelligent action. Why are data lakes important for businesses? Today's highly connected, insights-driven world would not be possible without the advent of data lake solutions.
What is a data lake? - Azure Architecture Center
A data lake can act as the data source for a data warehouse. When you use this method, the data lake ingests raw data and then transforms it into a structured queryable format. Typically, this transformation uses an extract, load, transform (ELT) pipeline in which the data is ingested and transformed in place.
What is a data lakehouse? - Azure Databricks | Microsoft Learn
2024年10月31日 · A data lakehouse provides scalable storage and processing capabilities for modern organizations that want to avoid isolated systems for processing different workloads, like machine learning (ML) and business intelligence (BI). A data lakehouse can help establish a single source of truth, eliminate redundant costs, and ensure data freshness.
Lakehouse reference architectures (download) - Azure Databricks ...
2024年11月27日 · The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It is powered by DatabricksIQ and combines generative AI with the unification benefits of a lakehouse to understand the unique semantics of your data.
Data Lake | Microsoft Azure
Store data of any size, shape, and speed with Azure Data Lake. Power your big data analytics, develop massively parallel programs, and scale with future growth.
Revolutionizing Data Intelligence: Azure Databricks Updates
2024年5月22日 · Data Intelligence Platform in Azure Databricks is revolutionizing the Data and AI landscape. This fully managed service, which is built on Lakehouse architecture supported by Delta Lake, and is integrated with Microsoft Azure cloud capabilities, streamlines data, analytics, and AI initiatives by removing infrastructure concerns.
Building the Lakehouse - Implementing a Data Lake Strategy with Azure ...
2022年9月8日 · Data Lakehouse architecture has become the de facto standard for designing and building data platforms for analytics as it bridges the gap and breaks the silos created by the traditional/modern data warehouse and the data lake.
Data & AI Service on Azure - Databricks
Azure Databricks is optimized for Azure and tightly integrated with Azure Data Lake Storage, Azure Data Factory, Azure Synapse Analytics, Power BI and other Azure services to store all your data on a simple, open lakehouse and unify all your …
The Intelligent Data Lake | Microsoft Azure Blog
2016年11月16日 · Advanced Analytics and Cognitive Intelligence on Petabyte sized files and trillions of objects with Azure Data Lake. Today we are announcing the general availability of Azure Data Lake, ushering in a new era of productivity for your big data developers and scientists.
Data Intelligence Platform - Databricks
Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business.
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