Sidra Saleem articles - 106 total
How To Integrate Amazon Bedrock’s Claude 3 Sonnet for SQL generation
Introduction Converting natural language questions into precise SQL queries remains a significant...
How To Create Generative AI Agents That Interact with Your Companies’ Systems in a Few Clicks
Introduction Generative AI has rapidly evolved from advanced language models to sophisticated agents...
How To Accelerate AWS Well-Architected Reviews with Generative AI
The AWS Well-Architected Framework (WAFR) provides a consistent approach for customers to evaluate...
How to Evaluate RAG Applications with Amazon Bedrock Knowledge Base Evaluation
Introduction Retrieval-Augmented Generation (RAG) has revolutionized how Large Language Models...
Amazon Bedrock Guardrails Announces IAM Policy-Based Enforcement to Deliver Safe AI Interactions
The generative AI landscape is rapidly evolving, bringing with it immense potential for innovation...
How To Revolutionize Clinical Trials with the Power of Voice and AI
Introduction Traditional clinical trials are fraught with inefficiencies. The manual transcription...
Accelerating Precision Oncology: Genomics England and AWS SageMaker for Multi-Modal Cancer Analysis
1. Introduction Genomics England (GEL) plays a pivotal role in advancing personalized medicine...
How to Build an End-to-End MLOps Pipeline for Visual Quality Inspection
1. Introduction Visual quality inspection is a critical process in many industrial settings, from...
How to Build an End-to-End MLOps Pipeline for Visual Quality Inspection Using Amazon SageMaker and AWS IoT Greengrass
1. Introduction Visual quality inspection is a critical process in many industrial settings, from...
Integrating Amazon SageMaker HyperPod Clusters with Active Directory for Seamless Multi-User Login
In the rapidly evolving landscape of machine learning (ML), collaborative development environments...
How to Improve LLM Performance with Human and AI Feedback on Amazon SageMaker
Large Language Models (LLMs) have demonstrated remarkable capabilities across a myriad of natural...
How To Fine-tune a Large Language Model (LLM) Using Model Parallelism
Distributed training is a critical technique for handling large-scale machine learning models,...
How To Remediate Non-Compliant S3 Buckets/RDS Instances Using Lambda and SSM
Ensuring compliance with the Payment Card Industry Data Security Standard (PCI-DSS) is a critical...
Data Mesh on AWS: Federated Governance with Lake Formation and Glue
Organizations are increasingly adopting decentralized data architectures to enable scalability,...
How To Process IoT Sensor Data with Windowed Aggregations and ML Inference
Internet of Things (IoT) has become a cornerstone of modern technology, generating vast amounts of...
Redshift Serverless: Cost Optimization with Workload Management (WLM)
Amazon Redshift Serverless is a fully managed, petabyte-scale data warehouse service that allows you...
Securing APIs with AWS WAF Bot Control and Advanced Rate Limiting
APIs are the backbone of modern applications, enabling seamless communication between services....
Advanced VPC Design with Transit Gateway and SD-WAN Integration
In today’s cloud-centric world, enterprises are increasingly adopting multi-account, multi-region,...
VMware Cloud on AWS: Extending Data Centers with HCX, Migrate Live VMs Between On-Premises VMware and AWS
Introduction In today's rapidly evolving IT landscape, businesses are increasingly adopting hybrid...
How to Resolve On-Premises Domains from AWS and Vice Versa
In today’s hybrid cloud environments, seamless integration between on-premises infrastructure and...
Failover VMware VMs to AWS and Automate Recovery Workflows
Disaster recovery (DR) is a critical component of any organization's IT strategy. With the increasing...
How To Federate Events Between AWS Organizations for a Multi-Account SaaS Platform
In today’s cloud-native world, multi-account architectures are becoming increasingly common,...
Bare-Metal Workloads on AWS with EC2 Bare Metal Instances: Deploy SAP HANA or GPU-Heavy AI Workloads on Bare Metal Instances
Introduction In the world of cloud computing, the demand for high-performance workloads such as SAP...
Building Robust Serverless Workflows with AWS Step Functions: Long-Running Order Fulfillment with Retries and Human Approvals
Serverless computing has revolutionized the way we build and deploy applications. It allows...
How to Build a Cost-Optimized, Fault-Tolerant Compute Layer for High-Traffic Workloads
Businesses are increasingly relying on high-traffic workloads to deliver services to their customers....
How to Build an Audit Trail System Using DynamoDB Transactions and Streams
Introduction In today's digital landscape, maintaining an audit trail is crucial for ensuring data...
Advanced EKS Multi-Tenancy with Fargate and Karpenter
Introduction Amazon Elastic Kubernetes Service (EKS) is a powerful platform for running...
How to Simplify DNS Management in a Multi-Account Environment with Route 53 Resolver
Introduction In today's cloud-first environments, managing Domain Name System (DNS) resolutions...
How to Leverage AWS Elemental MediaConvert for Scalable Video Processing in the Cloud
Introduction AWS Elemental MediaConvert is a powerful cloud-based service that enables users to...
Implementing AutoML Solutions with Amazon SageMaker Autopilot
Introduction In the world of artificial intelligence and machine learning (AI/ML), the complexity of...