Azure SQL Azure Purview Azure Stream Analytics Azure Event Hub AWS S3

NiFi Kafka Spark AWS like S3 EC2

Python Terraform Postgres MYSOL Aurora Postgres

S3 Athena Redshift Glue Sagemaker

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AWS Python Bash/Shell RDS SQL

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SSIS Azure Data Factory Apache Spark Talend AWS Redshift

Python PySpark Glue Redshift EMR

SQL Shell scripting Snowflake AWS redshift

EC2 ECS S3 RDS Lambda

SSIS Azure Data Factory Apache Spark Talend AWS Redshift

SDLC AWS Step Functions AWS MWAA DocumentDB DynamoDB

AWS Glue Aurora Postgres EKS Redshift PySpark