Data lakes for dummies
Simon explains how data lakes differ from other data storage paradigms, then maps out ways you can add a data lake to your business systems; migrate existing information and switch on the fresh data supply; clean up the product; and open channels to the best intelligence software for interpreting wh...
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| Format: | eBook |
| Language: | English |
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Hoboken, NJ
For Dummies, a Wiley brand
2021
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| Series: | For dummies
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| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
Table of Contents:
- part 1. Getting started with data lakes: Jumping into the data lake ; Planning your day (and the next decade) at the data lake ; Break out the life vests : tracking data lake challenges
- part 2. Building the docks, avoiding the rocks: Imprinting your data lake on a reference architecture ; Anybody hungry? : ingesting and storing raw data in your bronze zone ; Your data lake's water treatment plant : the silver zone ; Bottling your data lake water in the gold zone ; Playing in the sandbox ; Fishing in the data lake ; Rowing end-to-end across the data lake
- part 3. Evaporating the data lake into the cloud: A cloudy day at the data lake ; Building data lkes in Amazon Web Services ; Building data lakes in Microsoft Azure
- part 4. Cleaning up the polluted data lake: Figuring out if you have a data swamp instead of a data lake ; Defining your data lake remediation strategy ; Refilling your data lake
- part 5. Making trips to the data lake a tradition: Checking your GPS : the data lake road map ; Bookin gfuture trips to the data lake
- part 6. The part of tens: Top ten reasons to invest in building a data lake ; Ten places to get help for your data lake ; Ten differences between a data warehouse and a data lake