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Santosh Gouda's Projects

batch-etl-with-aws-emr-and-mwaa icon batch-etl-with-aws-emr-and-mwaa

Create a data pipeline on AWS to execute batch processing in a Spark cluster provisioned by Amazon EMR. ETL using managed airflow: extracts data from S3, transform data using spark, load transformed data back to S3.

blind75 icon blind75

Set of Problems with solutions for Blind 75 problems in python

book-recommendation icon book-recommendation

An end-to-end data science project involving exploratory data analysis, machine learning modeling and web app deployment of book recommendation system.

clean-code-challenge icon clean-code-challenge

The repository contains the solution of BlueYonder GmbH's challenge for data scientist position. Implementing a regression model on bike-sharing data-set to predict count of future rentals.

clean-code-ml icon clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT

cloud-composer-examples icon cloud-composer-examples

This repo constains the following examples of using Cloud Composer, Google Cloud Platform's managed Apache Airflow service:

cloud-flower icon cloud-flower

Batch ETL using Cloud Environment which is GCP by utilizing Cloud Composer + Google Cloud Storage + Dataflow + Cloud Build

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