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Deploying a Multi-Model Endpoint to Amazon SageMaker Real-Time Inference

Deploying a Multi-Model Endpoint to Amazon SageMaker Real-Time Inference

Deploying machine learning (ML) models in production often involves balancing performance, cost, and manageability. One powerful technique available in Amazon SageMaker is the ability to deploy multiple models to a single real-time inference endpoint. This capability not only optimizes cost and infrastructure but also simplifies the architecture for use cases involving many similar models, such as regional predictive models.

6 min read
AWSSageMakerMulti-ModelReal-Time InferenceXGBoost
1-Click DeepSeek Deployment - This Changes Everything!

1-Click DeepSeek Deployment - This Changes Everything!

Deploying large language models (LLMs) like DeepSeek-V3 and DeepSeek-R1 has become more accessible with Alibaba Cloud's Platform for AI (PAI). This guide provides a step-by-step walkthrough to help you set up your Alibaba Cloud account, configure necessary resources, and deploy DeepSeek models efficiently.

8 min read
Alibaba CloudDeepSeekLLM Deployment
Create an App from a Spreadsheet (Free & Fast with Oracle APEX)

Create an App from a Spreadsheet (Free & Fast with Oracle APEX)

Turn a simple spreadsheet into a fully functional web app in minutes using Oracle APEX — no coding required!

5 min read
Oracle APEXOCILow CodeNo CodeSpreadsheet to App
Watch Your Fleet Move LIVE - Asset Tracking with Amazon Location & IoT Core

Watch Your Fleet Move LIVE - Asset Tracking with Amazon Location & IoT Core

Asset tracking is essential in modern logistics and supply chain operations. Knowing where assets such as trucks or delivery vehicles are located can significantly enhance operational efficiency, reduce costs, and prevent losses. In this detailed walkthrough, we'll explore Amazon Location Service, its use cases, and how to set up a fully functional asset tracking application integrated with AWS IoT Core.

6 min read
AWSAmazon Location ServiceIoTAWS IoT CoreAsset TrackingGeofencingCloudFrontKinesisLambdaCognitoS3Real-Time DataFleet ManagementDevOpsLogisticsSupply Chain

Latest Posts

Deploying a Multi-Model Endpoint to Amazon SageMaker Real-Time Inference

Deploying a Multi-Model Endpoint to Amazon SageMaker Real-Time Inference

Deploying machine learning (ML) models in production often involves balancing performance, cost, and manageability. One powerful technique available in Amazon SageMaker is the ability to deploy multiple models to a single real-time inference endpoint. This capability not only optimizes cost and infrastructure but also simplifies the architecture for use cases involving many similar models, such as regional predictive models.

6 min read
AWSSageMakerMulti-ModelReal-Time InferenceXGBoost
1-Click DeepSeek Deployment - This Changes Everything!

1-Click DeepSeek Deployment - This Changes Everything!

Deploying large language models (LLMs) like DeepSeek-V3 and DeepSeek-R1 has become more accessible with Alibaba Cloud's Platform for AI (PAI). This guide provides a step-by-step walkthrough to help you set up your Alibaba Cloud account, configure necessary resources, and deploy DeepSeek models efficiently.

8 min read
Alibaba CloudDeepSeekLLM Deployment
Create an App from a Spreadsheet (Free & Fast with Oracle APEX)

Create an App from a Spreadsheet (Free & Fast with Oracle APEX)

Turn a simple spreadsheet into a fully functional web app in minutes using Oracle APEX — no coding required!

5 min read
Oracle APEXOCILow CodeNo CodeSpreadsheet to App
Watch Your Fleet Move LIVE - Asset Tracking with Amazon Location & IoT Core

Watch Your Fleet Move LIVE - Asset Tracking with Amazon Location & IoT Core

Asset tracking is essential in modern logistics and supply chain operations. Knowing where assets such as trucks or delivery vehicles are located can significantly enhance operational efficiency, reduce costs, and prevent losses. In this detailed walkthrough, we'll explore Amazon Location Service, its use cases, and how to set up a fully functional asset tracking application integrated with AWS IoT Core.

6 min read
AWSAmazon Location ServiceIoTAWS IoT CoreAsset TrackingGeofencingCloudFrontKinesisLambdaCognitoS3Real-Time DataFleet ManagementDevOpsLogisticsSupply Chain
Build Your Azure Kubernetes Service (AKS) Cluster in Just 10 Minutes!

Build Your Azure Kubernetes Service (AKS) Cluster in Just 10 Minutes!

Kubernetes has become a go-to solution for deploying microservices and managing containerized applications. In this blog, we will walk through a real-world demo of how to deploy a Node.js app on Azure Kubernetes Service (AKS), referencing the hands-on transcript and official Microsoft Docs.

4 min read
AzureAKSKubernetesDevOpsContainersMicroservices
What are the BEST AI Tools for Visual Studio Code in 2025?

What are the BEST AI Tools for Visual Studio Code in 2025?

Top AI extensions for VS Code in 2025 — Copilot, AWS Q, ChatGPT, Codeium, Tabnine — with features, comparisons, and installation tips.

2 min read
AIVS CodeGitHub CopilotAmazon QCodeiumChatGPTTabnine
OCI Email Delivery vs. AWS SES Deep Dive on OCI Email Setup

OCI Email Delivery vs. AWS SES Deep Dive on OCI Email Setup

Oracle Cloud Infrastructure (OCI) Email Delivery is an email sending service and SMTP relay that provides a fast, reliable managed solution for sending both bulk and transactional emails. It is an excellent choice for applications requiring email communications such as:

4 min read
OCIOracle CloudOracle Cloud InfrastructureEmail DeliverySMTPOCI Email DeliveryCloud EmailTransactional EmailBulk EmailDKIMSPFEmail AuthenticationEmail ConfigurationCloud ComputingCloud HostingOCI Email SetupEmail Sending ServiceEmail Best PracticesCloud Email Security
Master Website Hosting on Oracle Cloud: Effortless Setup with Object Storage and API Gateway!

Master Website Hosting on Oracle Cloud: Effortless Setup with Object Storage and API Gateway!

Introduction

6 min read
API GatewayOracle Cloud InfrastructureCloud computingWebsite hostingObject storageServerless architecture
Top 10 Cloud Myths for AWS, Azure, GCP & OCI: Debunking Misconceptions for Cloud Success

Top 10 Cloud Myths for AWS, Azure, GCP & OCI: Debunking Misconceptions for Cloud Success

In this blog, we bust several common cloud myths that can lead to misconceptions about cloud costs, scalability, and security. Whether you're contemplating a move to the cloud or optimizing your current setup, understanding these myths will help you make more informed decisions.

7 min read
AWSAzureGCPOracle Cloud Infrastructure
Quantum Computing & AWS Braket: The Future is Here!

Quantum Computing & AWS Braket: The Future is Here!

In recent years, quantum computing has emerged as one of the most exciting technological advancements, attracting significant investor confidence. With the advent of Google’s quantum chips and increasing interest from cloud providers, quantum computing is becoming a focal point in technological innovation. This article explores the fundamentals of quantum computing, its potential applications, the challenges it faces, and how cloud platforms like AWS Braket are making quantum computing more accessible.

6 min read
QuantumComputingQuantumTechQubitsAWSBraketMachineLearningQuantumAlgorithmsCloudComputingCyberSecurityComputingFuture