aws cheat sheet Archives

Bring Your Own Container Made Easy: Introducing AWS ml-container-creator
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Bring Your Own Container Made Easy: Introducing AWS ml-container-creator

Ian Vergara2026-01-27T18:51:07+00:00

If you’ve ever struggled to package your ML model in a custom Docker image for SageMaker, the new ml-container-creator tool is here to help. This friendly open-source wizard guides you through building a SageMaker-compatible container without all the usual Docker headaches. It’s like having an assistant that writes your Dockerfile, server code, and config files for you, so you can focus on your model. What is BYOC on SageMaker? BYOC stands for Bring Your Own Container. In SageMaker, BYOC means you supply your own Docker image with everything needed to serve your ML model (the code, libraries, dependencies, etc.). AWS [...]

Bring Your Own Container Made Easy: Introducing AWS ml-container-creatorIan Vergara2026-01-27T18:51:07+00:00

Amazon Bedrock Runtime
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Amazon Bedrock Runtime

Cristieneil Ceballos2026-01-07T13:42:57+00:00

Bookmarks Amazon Bedrock Runtime Actions Key Data Types Inference Concepts Security Pricing Amazon Bedrock Runtime Cheat Sheet Amazon Bedrock Runtime is a high-performance, serverless API that enables developers to make inference requests to Foundation Models (FMs) available in Amazon Bedrock. It serves as the primary runtime interface for building generative AI applications, supporting use cases including text generation, multi-turn conversations, real-time streaming, image generation, embeddings, and more. The API is optimized for low latency and high throughput and provides unified access across multiple model providers. Amazon Bedrock [...]

Amazon Bedrock RuntimeCristieneil Ceballos2026-01-07T13:42:57+00:00

AWS Ground Station

Waffen Sultan2025-12-23T14:37:34+00:00

Bookmarks Features Key Concepts High-Level Architecture Diagram Use Cases Best Practices Security Region Availability Pricing AWS Ground Station Cheat Sheet A fully managed service that enables customers to control satellite communications, process satellite data, and scale satellite ground operations by using a global network of AWS-managed ground station antennas. Features Provides access to a global network of AWS-managed satellite ground station antennas. Eliminates the need to build, own, or operate physical ground station infrastructure. Supports on-demand satellite contact scheduling. Enables low-latency data delivery directly into AWS services. Integrates seamlessly [...]

AWS Ground StationWaffen Sultan2025-12-23T14:37:34+00:00

AWS Supply Chain

Waffen Sultan2025-12-23T17:21:53+00:00

Bookmarks Features Key Concepts High-Level Architecture Diagram Use Cases Best Practices Security Region Availability Pricing AWS Supply Chain Cheat Sheet A cloud-based supply chain management service that helps organizations gain end-to-end visibility, predict risks, and optimize supply chain planning using AWS-native data, analytics, and machine learning. Features Provides end-to-end supply chain visibility across demand, supply, inventory, and logistics data. Utilizes AWS-managed data ingestion pipelines to unify data from ERP systems, data lakes, and third-party sources. Applies machine learning or ML models to identify risks such as demand volatility, supplier [...]

AWS Supply ChainWaffen Sultan2025-12-23T17:21:53+00:00

AWS Cloud WAN
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AWS Cloud WAN

Waffen Sultan2025-12-07T12:41:32+00:00

Bookmarks Features Key Concepts Routing Typical Use Cases Example High-Level Architecture Diagram Best Practices Security Monitoring & Observability Region Availability Pricing AWS Cloud WAN Cheat Sheet A managed wide-area network (WAN) service that connects your on-premises data centers, branch offices, and AWS VPCs through a single, centralized cloud-native global network. Features Provides a centralized global network using a hub-and-spoke model with AWS Regions acting as network segments. Uses Core Network Policies (JSON-based) to define routing intent, segment structure, and attachments. Automates the creation of global network topologies, [...]

AWS Cloud WANWaffen Sultan2025-12-07T12:41:32+00:00

AWS Cloud Control API
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AWS Cloud Control API

Waffen Sultan2025-12-07T12:39:48+00:00

Bookmarks Benefits Key Features Pricing Example Architecture Using AWS Cloud Control API Region Availability Best Practices Security AWS Cloud Control API Cheat Sheet AWS Cloud Control API provides a unified, consistent set of APIs for you to manage cloud resources. It supports CRUDL operations: CreateResource, GetResource, UpdateResource, DeleteResource, and ListResource. The API is defined on a common resource model (JSON-based schema) that abstracts away underlying service-specific APIs. It works not only for AWS native resources, but also for third-party resources published in the CloudFormation Public Registry. It provides the ability [...]

AWS Cloud Control APIWaffen Sultan2025-12-07T12:39:48+00:00

Amazon Nova Sonic
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Amazon Nova Sonic

Jaime Lucero2025-12-03T06:10:47+00:00

Bookmarks Key Features Benefits Security Pricing Amazon Nova Sonic Cheat Sheet Amazon Nova Sonic speech-to-speech foundation model by Amazon Web Services (AWS) that combines real-time speech understanding and generation for natural voice-based conversational AI. Key Features Nova Sonic unifies multiple stages of voice interaction—speech-to-text, comprehension, and text-to-speech—into a single model pipeline. This allows real-time bidirectional conversations, adaptive responses, and seamless multilingual support without relying on separate services. It is suitable for dynamic dialogue systems, contact centers, virtual assistants, and language-learning applications. Real-time bidirectional audio streaming: supports simultaneous speech input and speech output in [...]

Amazon Nova SonicJaime Lucero2025-12-03T06:10:47+00:00

Amazon AppStream 2.0
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Amazon AppStream 2.0

Jaime Lucero2025-12-03T06:14:57+00:00

Bookmarks Key Features Benefits Security Pricing Amazon AppStream 2.0 Cheat Sheet Amazon AppsStream 2.0 manages non-persistent application streaming service by Amazon Web Services that lets users stream desktop applications securely from AWS to any device via a browser. Key Features AppStream 2.0 includes a set of core features designed to simplify application delivery, improve scalability, and provide secure remote access. These capabilities allow administrators to manage applications centrally while ensuring users can run them smoothly from virtually anywhere. Application Streaming: Run and deliver desktop applications without installing them locally. Scalable Architecture: Automatically scales [...]

Amazon AppStream 2.0Jaime Lucero2025-12-03T06:14:57+00:00

AWS End User Messaging
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AWS End User Messaging

Jaime Lucero2025-12-03T06:01:25+00:00

Bookmarks Key Features Benefits Security Pricing AWS End User Messaging Cheat Sheet AWS End User Messaging provides developers with a single, scalable way to send messages (including transactional, notifications, and promotions) to users across various channels. Key Features AWS End User Messaging offers a broad set of capabilities that let you communicate with users globally through various channels while maintaining control, security, and reliability. It integrates seamlessly with AWS tools, making it easy to automate messaging at scale. Multi-channel support: SMS, MMS, push notifications, voice calls, and WhatsApp messaging. Two-way messaging and conversational [...]

AWS End User MessagingJaime Lucero2025-12-03T06:01:25+00:00

Amazon Location Service
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Amazon Location Service

Jaime Lucero2025-12-03T05:57:56+00:00

Bookmarks Key Features Benefits Security Pricing Amazon Location Service Cheat Sheet Amazon Location Service enables developers and organizations to easily add and manage location-aware features (maps, places search, routing, geofences, device tracking) in applications while maintaining data control and security. Key Features Amazon Location Service provides all the essential building blocks for location-enabled apps, offering tools for mapping, search, routing, tracking, and geofencing. The service integrates tightly with the AWS ecosystem so you can handle permissions, monitoring, and event-based automation using familiar AWS tools. Maps: Add interactive maps from trusted providers (Esri, HERE, [...]

Amazon Location ServiceJaime Lucero2025-12-03T05:57:56+00:00

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