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data science for beginners

https://microsoft.github.io/Data-Science-For-Beginners/#/

machine learning for beginners

https://microsoft.github.io/AI-For-Beginners/

azure

https://azure.microsoft.com/mediahandler/files/resourcefiles/data-engineer-learning-journey/Azure%20Data%20Engineer%20Learning%20Path.pdf

AWS

Redshift, Athena, EMR (Elastic MapReduce)