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High-performance computing on AWS

Xebia

How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead.

AWS 147
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Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation

AWS Machine Learning - AI

He specializes in generative AI, machine learning, and system design. He has successfully delivered state-of-the-art AI/ML-powered solutions to solve complex business problems for diverse industries, optimizing efficiency and scalability. Outside of work, she loves traveling, working out, and exploring new things.

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How Mixbook used generative AI to offer personalized photo book experiences

AWS Machine Learning - AI

This pivotal decision has been instrumental in propelling them towards fulfilling their mission, ensuring their system operations are characterized by reliability, superior performance, and operational efficiency. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves.

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Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS CDK

AWS Machine Learning - AI

This solution not only simplifies the deployment process, but also provides a scalable and efficient way to use the capabilities of RAG for question-answering systems. He specializes in generative AI, machine learning, and system design. Manoj Krishna Mohan is a Machine Learning Engineering at Amazon.

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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning - AI

The model uses correlations across modalities to improve performance on these tasks compared to individual modal embeddings. You can also generate smaller dimensions to optimize for speed and performance Amazon OpenSearch Serverless – It is an on-demand serverless configuration for OpenSearch Service.

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Medical content creation in the age of generative AI

AWS Machine Learning - AI

These models demonstrate impressive performance in question answering, text summarization, code, and text generation. From a system design perspective, we may need to process a large number of curated articles and scientific journals. To scale the system, it is important to seamlessly parse, extract, and store this information.

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Post: InterviewCamp.io, Scrapinghub, Fauna, Sisu, Educative, PA File Sight, Etleap, Triplebyte, Stream

High Scalability

has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io's bestselling new 4-course learning track: Scalability and System Design for Developers.