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[Music] big data architecture on AWS our goal is to understand aw's big data services in this architecture but before that let's begin with some Basics about data engineering so what is data Engineering in simple words making raw data useful it is the process of Designing and Building Systems to collect process and analyze data from multiple sources and format so the typical steps for this are to ingest store process or transform analyze and then visualize data here are some aw services that are used for data engineering let's learn more about them data inje kesis and iot core can be used to ingest large volumes of high velocity streaming data DMS or database migration service is used to migrate data from one database to another sow family of devices are useful for physically transporting extremely large volumes of data via devices in addition you can of course use other means like FTP Etc to bring in the data storage S3 can be used to store very large volumes o

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