How Twilio used Amazon SageMaker MLOps pipelines with PrestoDB to enable frequent model retraining and optimized batch transform
TutoSartup excerpt from this article:
This post outlines the steps AWS and Twilio took to migrate Twilio’s existing machine learning operations (MLOps), the implementation of training models, and running batch inferences to Amazon SageMaker... ML models don’t operate in isolation... The model registry simplifies model deployment by centralizing model tracking... With SageMaker Processing jobs, you can use a simplified, managed e...
This post outlines the steps AWS and Twilio took to migrate Twilio’s existing machine learning operations (MLOps), the implementation of training models, and running batch inferences to Amazon SageMaker... ML models don’t operate in isolation... The model registry simplifies model deployment by centralizing model tracking... With SageMaker Processing jobs, you can use a simplified, managed e...
Courses to elevate your NoSQL data modeling skills
TutoSartup excerpt from this article:
It’s with a strong foundational knowledge that you can get the most from our intermediate courses that follow...In today’s digital landscape, NoSQL databases have emerged as mature and widely-adopted technologies, both on-premises and in the cloud... These powerful data management solutions have become indispensable for modern applications, offering a range of benefits that traditional rel...
It’s with a strong foundational knowledge that you can get the most from our intermediate courses that follow...In today’s digital landscape, NoSQL databases have emerged as mature and widely-adopted technologies, both on-premises and in the cloud... These powerful data management solutions have become indispensable for modern applications, offering a range of benefits that traditional rel...
Accelerate deep learning training and simplify orchestration with AWS Trainium and AWS Batch
TutoSartup excerpt from this article:
The training process proceeds as follows: The user creates a Docker image configured to suit the demands of the underlying training task... The image is pushed to Amazon Elastic Container Registry (Amazon ECR) to make it ready for deployment... The user submits the training job to AWS Batch with the Docker image... ECR repository – You need an ECR repository to store your Docker co...
The training process proceeds as follows: The user creates a Docker image configured to suit the demands of the underlying training task... The image is pushed to Amazon Elastic Container Registry (Amazon ECR) to make it ready for deployment... The user submits the training job to AWS Batch with the Docker image... ECR repository – You need an ECR repository to store your Docker co...
Improve cloud performance and reliability with a guided learning plan
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Plans on Microsoft Learn Increase your skills and optimize your performance Learn moreFor cloud professionals looking to systematically upskill and validate their expertise, we’ve created a powerful learning resource called Plans on Microsoft Le...
Plans on Microsoft Learn Increase your skills and optimize your performance Learn moreFor cloud professionals looking to systematically upskill and validate their expertise, we’ve created a powerful learning resource called Plans on Microsoft Le...
How to create a pipeline for hardening Amazon EKS nodes and automate updates
TutoSartup excerpt from this article:
Amazon Elastic Kubernetes Service (Amazon EKS) offers a powerful, Kubernetes-certified service to build, secure, operate, and maintain Kubernetes clusters on Amazon Web Services (AWS)... It integrates seamlessly with key AWS services such as Amazon CloudWatch, Amazon EC2 Auto Scaling, and AWS Identity and Access Management (IAM), enhancing the monitoring, scaling, and load balancing of containeriz...
Amazon Elastic Kubernetes Service (Amazon EKS) offers a powerful, Kubernetes-certified service to build, secure, operate, and maintain Kubernetes clusters on Amazon Web Services (AWS)... It integrates seamlessly with key AWS services such as Amazon CloudWatch, Amazon EC2 Auto Scaling, and AWS Identity and Access Management (IAM), enhancing the monitoring, scaling, and load balancing of containeriz...
AWS for Games sponsors Epic Games’ Women Creators Program
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In October 2023, Amazon Web Services (AWS) teamed up with Epic Games to support its ‘Women Creators Program’ (WCP), an initiative to train women to create in Unreal Editor For Fortnite (UEFN) and provide mentorship as they pursue careers in games... UEFN combines the power of Unreal Engine – an advanced real-time 3D creation tool for photorealistic visuals and immersive experiences – wit...
In October 2023, Amazon Web Services (AWS) teamed up with Epic Games to support its ‘Women Creators Program’ (WCP), an initiative to train women to create in Unreal Editor For Fortnite (UEFN) and provide mentorship as they pursue careers in games... UEFN combines the power of Unreal Engine – an advanced real-time 3D creation tool for photorealistic visuals and immersive experiences – wit...
Microsoft and ServiceNow at Knowledge 2024: Introducing generative AI innovation
TutoSartup excerpt from this article:
That’s why Microsoft is proud to partner with ServiceNow, a leader in digital workflows and generative AI, to create seamless and powerful experiences that empower every organization on the planet to achieve more... Are you ready to put AI to work? Innovation Unleashed: ServiceNow and the Microsoft Cloud ...
That’s why Microsoft is proud to partner with ServiceNow, a leader in digital workflows and generative AI, to create seamless and powerful experiences that empower every organization on the planet to achieve more... Are you ready to put AI to work? Innovation Unleashed: ServiceNow and the Microsoft Cloud ...