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Data Lake series articles
2022-07-24 13:46:00 【YoungerChina】
Data lake is a way to store data in a natural format in a system or repository , It helps to configure data in a variety of patterns and structures , Usually object blocks or files . The main idea of data lake is to store all the data in the enterprise , From raw data ( An exact copy of the source system data ) Convert to report 、 visualization 、 Target data for various tasks such as analysis and machine learning . The data in the data Lake includes structured data ( Relational database data ), Semi-structured data (CSV、XML、JSON etc. ), Unstructured data ( E-mail , file ,PDF) And binary data ( Images 、 Audio 、 video ), Thus forming a centralized data storage that can hold all forms of data .
Data Lake 01: What is data lake ?
Data Lake 02: What are the characteristics of data Lake
Data Lake 03:AWS What do you think is a data lake ?
Data Lake 04: Data Lake Technology architecture evolution
Data Lake 05: Look at the data lake from the data warehouse
Data Lake 06:Delta Lake Principle and function overview
Data Lake 07:Apache Hudi Principle and function overview
Data Lake 08:Apache Iceberg Principle and function introduction
Data Lake 09: Open source framework DeltaLake、Hudi、Iceberg Depth contrast
Data Lake 10: New big data solutions , How to build a data Lake ?
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