Amazon Web Services FeedAWS Step Functions adds support for AWS Glue DataBrew jobs to prepare data in analytics and machine learning workflows You can now include AWS Glue DataBrew data preparation jobs in your workflows created using AWS Step Functions. This saves you time and allows you to orchestrate cleaning and data normalization steps into…
Amazon Web Services FeedHow to Tokenize and De-Identify Your Data in Amazon RDS with Baffle By Harold Byun, VP Products at BaffleBy Jani Syed, Principal Solutions Architect at AWS Amazon Web Services (AWS) provides solutions to enhance the security posture of its infrastructure and services, which in turn helps customers fulfill their portion of the…
Amazon Web Services FeedOrchestrating an AWS Glue DataBrew job and Amazon Athena query with AWS Step Functions As the industry grows with more data volume, big data analytics is becoming a common requirement in data analytics and machine learning (ML) use cases. Also, as we start building complex data engineering or data analytics pipelines, we…
Amazon Web Services Feedre:Invent – New security sessions launching soon Where did the last month go? Were you able to catch all of the sessions in the Security, Identity, and Compliance track you hoped to see at AWS re:Invent? If you missed any, don’t worry—you can stream all the sessions released in 2020 via the…
Amazon Web Services FeedField Notes: Comparing Algorithm Performance Using MLOps and the AWS Cloud Development Kit Comparing machine learning algorithm performance is fundamental for machine learning practitioners, and data scientists. The goal is to evaluate the appropriate algorithm to implement for a known business problem. Machine learning performance is often correlated to the usefulness of…
Amazon Web Services FeedAccelerating MLOps at Bayer Crop Science with Kubeflow Pipelines and Amazon SageMaker This is a guest post by the data science team at Bayer Crop Science. Farmers have always collected and evaluated a large amount of data with each growing season: seeds planted, crop protection inputs applied, crops harvested, and much more.…