End to End Implementation of Location-based Search Service

Let's start the New Year a very interesting project widely used by many companies , where users can search for nearby places like tourist places, restaurants, theaters, Bank ATM or markets, etc.

Example :
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https://www.gap.com/stores/
https://www.mcdonalds.com/us/en-us/restaurant-locator.html

Prerequisites:
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Capture and Process Item-level Changes Using DynamoDB Streams and AWS Lambda
https://youtube.com/watch?v=CQ1WJ9qbrTU&feature=shares
AWS Lambda Layers Python | Snowflake-lambda-layer
https://youtube.com/watch?v=0Q4yV7Hb7Vs&feature=shares



Note:
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Please use Batch window for DynamoDB Stream greater than 0 when using Batch Size greater than 0
Also as explained in the video , increase the timeout for the Lambda Function based on payload ..

Steps to perform the Lab:
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https://github.com/SatadruMukherjee/Data-Preprocessing-Models/blob/main/End-to-End%20Project%20on%20Location%20Based%20Service.txt

Lambda Layer:
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https://github.com/SatadruMukherjee/Data-Preprocessing-Models/blob/main/algolia_layer1.zip


Check this playlist for more Data Engineering related videos:
https://youtube.com/playlist?list=PLjfRmoYoxpNopPjdACgS5XTfdjyBcuGku

Snowflake Complete Course from scratch with End-to-End Project with in-depth explanation--
https://doc.clickup.com/37466271/d/h/13qc4z-104/d4346819bd8d510