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πŸ“Š Introduction to Data Analytics

The full data pipeline from log collection to large-scale analysis

πŸ“ŠAmazon CloudWatchStep 1
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Running a service generates logs and metrics. First, understand where data comes from

🌊Amazon KinesisStep 2
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When logs arrive in real time at high volume, you need streaming to collect them

πŸ”—AWS GlueStep 3
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Transform and cleanse raw collected data into an analyzable format

πŸ”Amazon AthenaStep 4
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Query the cleansed data directly with SQL to extract insights

🏒Amazon RedshiftStep 5
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As data volume grows, move it to a dedicated data warehouse for analysis