Harmonizing AI-enhanced physical and cloud operations
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Azure’s adaptive cloud approach builds on our work with Azure Arc to make it easier for customers to accelerate their adoption of cloud innovation throughout their entire IT estate... You can accomplish a lot with Azure Arc today, but you will be able to amplify your impact by leveraging AI across existing and new scenarios such as:Operating with AI-enhanced central management and secu...
Azure’s adaptive cloud approach builds on our work with Azure Arc to make it easier for customers to accelerate their adoption of cloud innovation throughout their entire IT estate... You can accomplish a lot with Azure Arc today, but you will be able to amplify your impact by leveraging AI across existing and new scenarios such as:Operating with AI-enhanced central management and secu...
Building your machine learning skills from zero
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In this blog, I’ll share my non-traditional journey to a career in tech and how this path led me to explore the intricate world of machine learning (ML)... Through my hard work in the program, I earned a spot in AWS Tech U, a 48-week accelerated workforce development program consisting of on-the-job training and project-based learning... My confidence with grasping advanced data science conce...
In this blog, I’ll share my non-traditional journey to a career in tech and how this path led me to explore the intricate world of machine learning (ML)... Through my hard work in the program, I earned a spot in AWS Tech U, a 48-week accelerated workforce development program consisting of on-the-job training and project-based learning... My confidence with grasping advanced data science conce...
Getting started with Amazon Titan Text Embeddings
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Text embedding refers to the process of transforming text into numerical representations that reside in a high-dimensional vector space... Amazon Titan Text Embeddings is a text embeddings model that converts natural language text—consisting of single words, phrases, or even large documents—into numerical representations that can be used to power use cases such as search, personalization, an...
Text embedding refers to the process of transforming text into numerical representations that reside in a high-dimensional vector space... Amazon Titan Text Embeddings is a text embeddings model that converts natural language text—consisting of single words, phrases, or even large documents—into numerical representations that can be used to power use cases such as search, personalization, an...
How Mendix is transforming customer experiences with generative AI and Amazon Bedrock
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For Mendix, integrating the cutting-edge generative AI capabilities of Amazon Bedrock has been a game changer in redefining our customer experience landscape... In this post, we share how Mendix is revolutionizing customer experiences using Amazon Bedrock and generative AI... The solution: Integrating generative AI capabilities provided by Amazon Bedrock As a first step on our journey, we embr...
For Mendix, integrating the cutting-edge generative AI capabilities of Amazon Bedrock has been a game changer in redefining our customer experience landscape... In this post, we share how Mendix is revolutionizing customer experiences using Amazon Bedrock and generative AI... The solution: Integrating generative AI capabilities provided by Amazon Bedrock As a first step on our journey, we embr...
Train and host a computer vision model for tampering detection on Amazon SageMaker: Part 2
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In this post, we present an approach to develop a deep learning-based computer vision model to detect and highlight forged images in mortgage underwriting... Solution overview To meet the objective of detecting document tampering in mortgage underwriting, we employ a computer vision model hosted on SageMaker for our image forgery detection solution... This model receives a testing image as inp...
In this post, we present an approach to develop a deep learning-based computer vision model to detect and highlight forged images in mortgage underwriting... Solution overview To meet the objective of detecting document tampering in mortgage underwriting, we employ a computer vision model hosted on SageMaker for our image forgery detection solution... This model receives a testing image as inp...
AWS Certification retirements and launches
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Given how quickly technology changes, we’re always reviewing our certifications and evaluating how well we’re meeting customers’ needs... We see the opportunity to serve our customers better by reducing the number of specialty certifications and enhancing our offerings at the foundational, associate, and professional levels... Rising demand for cloud data expertise One example of this cha...
Given how quickly technology changes, we’re always reviewing our certifications and evaluating how well we’re meeting customers’ needs... We see the opportunity to serve our customers better by reducing the number of specialty certifications and enhancing our offerings at the foundational, associate, and professional levels... Rising demand for cloud data expertise One example of this cha...
Talk to your slide deck using multimodal foundation models hosted on Amazon Bedrock and Amazon SageMaker – Part 1
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However, real-world data exists in multiple modalities, such as text, images, video, and audio... In this post, we extend RAG to include images as well... There are different ways to design a RAG solution that includes images... As a multimodal model, this Titan model can process text, images, or a combination as input and generate embeddings... During ingestion, we process the input slide deck ...
However, real-world data exists in multiple modalities, such as text, images, video, and audio... In this post, we extend RAG to include images as well... There are different ways to design a RAG solution that includes images... As a multimodal model, this Titan model can process text, images, or a combination as input and generate embeddings... During ingestion, we process the input slide deck ...