How we can create our own container and import our custom Scikit-Learn model onto the container and host, train, and inference in Amazon SageMaker
This blog illustrates how small files can significantly slow down copy operation jobs between S3 buckets or from S3 to HDFS and vice versa. If the problem with the many small files continues on HDFS or S3, S3Distcp exploration is the best option.
No matter what kind of data science projects one is assigned to, making the sense of the dataset and cleaning it always critical for a good approach.
In this blog , we’ll look at AWS Step Functions and how its integration with other AWS services will help to resolve the drawbacks of developing a custom-built orchestrator.