Michael Hegyi

With AWS Machine Learning capabilities now easily accessible, individuals can build cutting-edge models that deliver real value with minimal effort. However, once you’ve proven a small use case, how do you scale and operationalize your models for enterprise use? To take a project from concept to production-ready, organizations need to incorporate enterprise-grade functionality—like tracking code changes, enforcing security standards, and ensuring policy and governance compliance. Using Terraform to build and manage the lifecycle of an ML/AI platform on AWS provides a scalable approach to address these requirements. Terraform can help orchestrate your infrastructure, ensuring your ML models are production-ready and enterprise-compliant. #MachineLearning #AWS #Terraform #AIOps #DevOps #CloudInnovation

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Amazon RDS for PostgreSQL announces Extended Support minor 11.22-RDS.20240418 We recommend that you upgrade to this version to fix known security vulnerabilities and bugs in prior versions of PostgreSQL 11 https://lnkd.in/eF2ixv9f #Amazon #RDS #PostgreSQL

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A really nice read from Sai Maddali on the benefits of Tiered Storage with Amazon MSK. https://lnkd.in/gGNJ5nyt #ApacheKafka #Kafka #AWS #MSK #tieredstorage #streaming #storage

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Amazon RDS Multi-AZ deployment with two readable standbys supports 6 additional AWS Regions Three-node Multi-AZ DB Cluster is now available in Asia Pacific (Hyderabad), Asia Pacific (Melbourne), Europe (Spain), Europe (Zurich), Middle East (UAE), and Israel (Tel Aviv) Regions. This deployment option supports minor version upgrades and system maintenance updates with typically less than one second of downtime when using Amazon RDS Proxy or any one of the open-source AWS Advanced JDBC Driver, PgBouncer, or ProxySQL. https://lnkd.in/g9D9RGVB #Amazon #RDS #PostgreSQL #MySQL

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What was the Most Improbable Comeback and Most Powerful Goal of the 2023-24 Premier League season? Learn how Oracle Analytics Cloud and other OCI services were used to crunch data from 380 matches to determine the winners. https://lnkd.in/gkpBnkap

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Learn how to deploy fine-tuned #LLM inference containers on #OKE, an #OCI managed #Kubernetes service that simplifies deployments and operations at scale for enterprises. https://lnkd.in/gpHuUa8F

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The speed at which these models improve is staggering, so is the cost to build them. Only way to keep up is to leverage principles such as AWS Bedrock so you have the flexibility you need to quickly select the model that works best for your task. https://lnkd.in/gNAR63YC https://lnkd.in/g_FtP6e9

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Simple way to create an EKS Cluster in AWS cli https://hubs.la/Q02s3Bv-0 #eks #kubernetes #k8s #aws #sre

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Amazon RDS Extended Support APIs are now available After the RDS end of standard support date has passed, you can prevent the creation of a new DB instance or a new Multi-AZ DB cluster and avoid RDS Extended Support charges. In the AWS CLI, specify open-source-rds-extended-support-disabled for the --engine-lifecycle-support option.   https://lnkd.in/gi_uX9xZ #Amazon #RDS #PostgreSQL #MySQL #Aurora

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Amazon RDS Blue/Green Deployments Green now supports proactive storage initialization acceleration to be fully performant prior to switchover! RDS Blue/Green Deployments continue to make your production changes easier with minimal impact to your critical applications! https://lnkd.in/gaVEaGbP #Amazon #RDS #PostgreSQL #MySQL #MariaDB

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🌟 New AWS Cost Management Feature for DynamoDB Reserved Capacity 🌟 AWS Cost Explorer now provides purchase recommendations for Amazon DynamoDB reserved capacity, helping organizations save up to 77% on provisioned capacity costs! 💰 This new feature enables smart purchasing decisions, allowing you to optimize your DynamoDB costs efficiently. With this update, AWS offers reserved capacity recommendations across 7 services, including EC2, RDS, and DynamoDB. #AWS #DynamoDB #CostManagement #FinOps #CloudOptimization #CloudComputing https://lnkd.in/d3BuhByd

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My newest blog post describes how we still work to improve the performance, security, and internal efficiency of the very first #AWS service: "Optimizing Amazon Simple Queue Service (SQS) for speed and scale" - https://lnkd.in/gjjk76Bn

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New Episode: 266: AWS Billing Finally Comes into FOCUS https://bit.ly/3VSrOsh Episode 265 of The Cloud Pod podcast, bringing you all the latest news from Cloud and AI including AWS Billing, Azure, Google, Kubernetes, FinOps, FOCUS, and WWDC #aws #gcp #azure #cloud #cloudpodcast #podcast

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Kubernetes + PostgreSQL = Cloud-neutral, future-proof databases. CloudNativePG is setting new standards for PostgreSQL deployments with: 🔹Declarative, scalable database configurations 🔹Seamless migration across clouds and on-prem environments 🔹Tools that empower DBAs to innovate, not just maintain This new blog by EDB's Gabriele Bartolini explains how organizations are leveraging this stack to reduce vendor lock-in and prepare for tomorrow’s challenges ➡️ bit.ly/3D0XBBq #EDBPostgresAI #JustSolveItWithPostgres #CloudNativePG #CloudNeutrality #Kubernetes #K8s #DBaaS

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Like chocolate and peanut butter, two great flavors have been combined. As my colleague Donnie Prakoso says: "We are announcing an integration between #AWS Amplify Hosting and Amazon Simple Storage Service (Amazon S3). Now, you can deploy static websites with content stored in your S3 buckets and serve over a content delivery network (CDN) with just a few clicks." Read his new post at https://lnkd.in/gNE6kjC2 to learn more and to see this tasty combination in action!

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