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 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 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 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 FeedHow to Build and Deploy a Contact Tracing Solution with AWS IoT Core and SafeTrack Lite By Adam Sobol, Founder and CEO at CareBandBy Steven Chen, Product Manager at CareBandBy Irshad A Buchh, Sr. Partner Solutions Architect at AWS As COVID-19 cases continue to surge across the United States and worldwide, institutions…
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.…