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New courses and certification updates from AWS Training and Certification in January 2025
In January 2025, we launched 17 new digital training products on AWS Skill Builder including two new AWS Jam Journeys, additional language availability for Exam Prep materials in support of AWS Certified AI Practitioner and AWS Certified Machine Learning Engineer certification exams, as well as a new AWS Builder Lab, Sustainability Strategies with AWS Compute Workload, designed to help identify sustainability strategies using AWS services and tools to optimize usage and costs in an AWS environment.
Deploy DeepSeek-R1 distilled Llama models with Amazon Bedrock Custom Model Import
In this post, we demonstrate how to deploy distilled versions of DeepSeek-R1 models using Amazon Bedrock Custom Model Import. We focus on importing the variants currently supported DeepSeek-R1-Distill-Llama-8B and DeepSeek-R1-Distill-Llama-70B, which offer an optimal balance between performance and resource efficiency.
DeepSeek-R1 model now available in Amazon Bedrock Marketplace and Amazon SageMaker JumpStart
DeepSeek-R1 is an advanced large language model that combines reinforcement learning, chain-of-thought reasoning, and a Mixture of Experts architecture to deliver efficient, interpretable responses while maintaining safety through Amazon Bedrock Guardrails integration.
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Denise Ashur, Elamaran Shanmugam, Tomer Hadassi, Wendy Jabitta, 02/07/2025This integration lets you automatically deploy Upwind to existing and new EKS clusters without a lengthy procurement process, bypassing the often months-long process of discovery, deployment, and management.
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Eric Johnson, 02/07/2025This post written by Uma Ramadoss, Principal Specialist SA, Serverless and Vinita Shadangi, Senior Specialist SA, Serverless. Today, AWS Step Functions is expanding the capabilities of Distributed Map by adding support for JSON Lines (JSONL) format. JSONL, a highly efficient text-based format, stores structured data as individual JSON objects separated by newlines, making it particularly [...]
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Pavankumar Kasani, Ty Augustine, 02/07/2025Introduction In the .NET world, the modernization process for .NET Framework applications can be complex, presenting significant challenges for enterprise software development teams. Organizations with extensive .NET Framework codebases face critical decisions about migrating traditional applications to modern .NET and Linux, including careful analysis of dependencies and how to handle compatibility constraints. Existing libraries may [...]
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Jon Handler, Yaliang Wu, 02/07/2025OpenSearch Service provides rich capabilities for RAG use cases, as well as vector embedding-powered semantic search. You can use the flexible connector framework and search flow pipelines in OpenSearch to connect to models hosted by DeepSeek, Cohere, and OpenAI, as well as models hosted on Amazon Bedrock and SageMaker. In this post, we build a connection to DeepSeek’s text generation model, supporting a RAG workflow to generate text responses to user queries.
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Jia (Vivian) Li, Alberto Menendez, Alessandro Cerè, Viktor Malesevic, Ram Vittal, Sovik Nath, 02/07/2025This post provides detailed steps for setting up the key components of a multi-account ML platform. This includes configuring the ML Shared Services Account, which manages the central templates, model registry, and deployment pipelines; sharing the ML Admin and SageMaker Projects Portfolios from the central Service Catalog; and setting up the individual ML Development Accounts where data scientists can build and train models.
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Eduardo Monich Fronza, George Foster, Senthil Nagaraj, Trent Shupe, 02/07/2025As businesses grow so does the volume of application data that they need to manage, this includes data relating to performance, risks, issues, software composition and operations. In order to process this growing volume of information, organizations require effective tools to protect themselves and to take advantage of operational efficiencies. IBM Concert, now available as [...]
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Kal Krishnan, Danny Cortegaca, Ruben Merz, 02/07/2025If you’d like to skip directly to the detailed mapping between the CISA guidance and AWS security controls and best practices, visit our Github page. Implementing CISA’s enhanced visibility and hardening guidance for communications infrastructure In response to recent cybersecurity incidents attributed to actors from the People’s Republic of China, a number of cybersecurity agencies [...]
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Kenji Kaname, Shiori Hamano, Hiroki Mori, 02/07/2025Having the correct number of GPU workstations that are secure, cost efficient, and high-performance for video editing and film production can be a challenge. With Amazon AppStream 2.0, using the multi-session fleet feature, it doesn’t have to be. The challenges of securing GPUs for video editing and CG/VFX production In professional video editing and computer [...]
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AWS Public Sector Blog Team, 02/07/2025Serving hundreds of thousands of residents in all 34 cities of the region, Orange County United Way provides a wide range of vital community services throughout Orange County, California. After working with Amazon Web Services (AWS) Partner SoftwareONE to migrate its crisis hotline to Amazon Connect in the AWS Cloud, United Way now boasts enhanced call routing, data collection, and supervisory tools. Read this post to learn more.
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Brendan Jenkins, Maria Mendes, Renu Yadav, 02/07/2025Operators, administrators, developers, and many other personas leveraging AWS come across multiple use cases and common issues such as lack of permissions, bugs in code in AWS Lambda, and more when leveraging the AWS console. To help alleviate this burden when using the console, AWS released Amazon Q to assist with users accessing the console [...]