If you are familiar with Amazon's AWS or Microsoft's Azure, then this table will help you relate their associated services to what GCP has to offer. Only a few services are shown in the table:
Amazon Web Services |
Microsoft Azure |
Google Cloud Platform |
Amazon EC2 |
Azure Virtual Machines |
Google Compute Engine |
AWS Elastic Beanstalk |
Azure App Services |
Google App Engine |
Amazon EC2 Container Service |
Azure Container Service |
Google Kubernetes Engine |
Amazon DynamoDB |
Azure Cosmos DB |
Google Cloud Bigtable |
Amazon Redshift |
Microsoft Azure SQL Data warehouse |
Google BigQuery |
Amazon Lambda |
Azure Functions |
Google Cloud Functions |
Amazon S3 |
Azure Blob Storage |
Google ... |