AWS Big Data

APRIL 12, 2023

Also, you can run other types of business applications, such as web applications and machine learning (ML) TensorFlow workloads, on the same EKS cluster. We also share a Spark benchmark solution that suits all Amazon EMR deployment options, so you can replicate the process in your environment for your own performance test cases.

Testing 76

Testing Big Data Metadata Optimization 76

AWS Big Data

JULY 6, 2023

It has not been specifically designed for heavy data transformation tasks. Step Functions helps developers use AWS services to build distributed applications, automate processes, orchestrate microservices, and create data and machine learning (ML) pipelines. Note that Lambda is a general purpose serverless engine.

Machine Learning 131

Machine Learning Visualization IoT Digital Transformation 131

AWS Big Data

FEBRUARY 6, 2023

The most common use case for Airflow is ETL (extract, transform, and load). Operationalizing machine learning (ML) is another growing use case, where data has to be transformed and normalized before it can be loaded into an ML model. To run the scripts, refer to the Amazon MWAA analytics workshop.

Management 86

Management Interactive Metadata Publishing 86