New chat experience for AWS Glue using natural language – Amazon Q data integration in AWS Glue (Preview)
TutoSartup excerpt from this article:
Amazon Q data integration in AWS Glue will reduce the time and effort you need to learn, build, and run data integration jobs using AWS Glue data integration engines... The chat experience is powered by Amazon Bedrock... You can describe your data integration workload and Amazon Q will generate a complete ETL script... You can troubleshoot your jobs by asking Amazon Q to explain errors and prop...
Amazon Q data integration in AWS Glue will reduce the time and effort you need to learn, build, and run data integration jobs using AWS Glue data integration engines... The chat experience is powered by Amazon Bedrock... You can describe your data integration workload and Amazon Q will generate a complete ETL script... You can troubleshoot your jobs by asking Amazon Q to explain errors and prop...
Achieve generative AI operational excellence with the LLMOps maturity model
TutoSartup excerpt from this article:
Elevating our discussion, we now introduce the LLMOps maturity model, a vital compass for business leaders... This model is not just a roadmap from foundational LLM utilization to mastery in deployment and operational management; it’s a strategic guide that underscores why understanding and implementing this model is essential for navigating the ever-evolving landscape of AI... This real-world ...
Elevating our discussion, we now introduce the LLMOps maturity model, a vital compass for business leaders... This model is not just a roadmap from foundational LLM utilization to mastery in deployment and operational management; it’s a strategic guide that underscores why understanding and implementing this model is essential for navigating the ever-evolving landscape of AI... This real-world ...
AWS completes CCAG 2023 community audit for financial services customers in Europe
TutoSartup excerpt from this article:
We’re excited to announce that Amazon Web Services (AWS) has completed its fifth annual Collaborative Cloud Audit Group (CCAG) pooled audit with European financial services institutions under regulatory supervision... Our annual audit engagement with CCAG is an example of how AWS supports customers’ risk management and regulatory efforts... For the fifth year, the CCAG pooled audit meticulousl...
We’re excited to announce that Amazon Web Services (AWS) has completed its fifth annual Collaborative Cloud Audit Group (CCAG) pooled audit with European financial services institutions under regulatory supervision... Our annual audit engagement with CCAG is an example of how AWS supports customers’ risk management and regulatory efforts... For the fifth year, the CCAG pooled audit meticulousl...
Benchmark and optimize endpoint deployment in Amazon SageMaker JumpStart
TutoSartup excerpt from this article:
When deploying a large language model (LLM), machine learning (ML) practitioners typically care about two measurements for model serving performance: latency, defined by the time it takes to generate a single token, and throughput, defined by the number of tokens generated per second... Although a single request to the deployed endpoint would exhibit a throughput approximately equal to the inverse...
When deploying a large language model (LLM), machine learning (ML) practitioners typically care about two measurements for model serving performance: latency, defined by the time it takes to generate a single token, and throughput, defined by the number of tokens generated per second... Although a single request to the deployed endpoint would exhibit a throughput approximately equal to the inverse...
Behavior Driven Chaos with AWS Fault Injection Simulator
TutoSartup excerpt from this article:
In this post, we will explore a working example of how you can build chaos experiments using human readable language, AWS Fault Injection Simulator (FIS), and a framework familiar to Developers and Test Engineers... Chaos experiment attributes For a chaos experiment to be considered complete, the experiment should exhibit the following attributes: Defined steady state Hypothesis Define...
In this post, we will explore a working example of how you can build chaos experiments using human readable language, AWS Fault Injection Simulator (FIS), and a framework familiar to Developers and Test Engineers... Chaos experiment attributes For a chaos experiment to be considered complete, the experiment should exhibit the following attributes: Defined steady state Hypothesis Define...
Data masking and granular access control using Amazon Macie and AWS Lake Formation
TutoSartup excerpt from this article:
Prerequisites To implement the proposed solution, you must have an active AWS account and AWS Identity and Access Management (IAM) permissions to use the following services: Amazon Athena AWS CloudFormation AWS Database Migration Service (AWS DMS) Amazon Elastic Compute Cloud (Amazon EC2) AWS Glue Amazon EventBridge IAM AWS Key Management Service (AWS KMS) Amazon Kinesis Dat...
Prerequisites To implement the proposed solution, you must have an active AWS account and AWS Identity and Access Management (IAM) permissions to use the following services: Amazon Athena AWS CloudFormation AWS Database Migration Service (AWS DMS) Amazon Elastic Compute Cloud (Amazon EC2) AWS Glue Amazon EventBridge IAM AWS Key Management Service (AWS KMS) Amazon Kinesis Dat...
Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs
TutoSartup excerpt from this article:
Examples of applications include conversational search, customer support agent assistance, customer support analytics, self-service virtual assistants, chatbots, rich media generation, content moderation, coding companions to accelerate secure, high-performance software development, deeper insights from multimodal content sources, acceleration of your organization’s security investigations and ...
Examples of applications include conversational search, customer support agent assistance, customer support analytics, self-service virtual assistants, chatbots, rich media generation, content moderation, coding companions to accelerate secure, high-performance software development, deeper insights from multimodal content sources, acceleration of your organization’s security investigations and ...