Enhancing Just Walk Out technology with multi-modal AI
Since its launch in 2018, Just Walk Out technology by Amazon has transformed the shopping experience by allowing customers to…
Machine Learning
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The Concise Guide to Feature Engineering for Better Model Performance
The Complete Guide to Feature Engineering for Better Model Performance Feature engineering helps make models work better. It involves selecting…
Integrate dynamic web content in your generative AI application using a web search API and Amazon Bedrock Agents
Amazon Bedrock Agents offers developers the ability to build and configure autonomous agents in their applications. These agents help users…
5 Real-World Machine Learning Projects You Can Build This Weekend
5 Real-World Machine Learning Projects You Can Build This WeekendImage by Author | Created on Canva Building machine learning projects…
Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock
The post is co-written with Michael Shaul and Sasha Korman from NetApp. Generative artificial intelligence (AI) applications are commonly built…
CRISPR-Cas9 guide RNA efficiency prediction with efficiently tuned models in Amazon SageMaker
The clustered regularly interspaced short palindromic repeat (CRISPR) technology holds the promise to revolutionize gene editing technologies, which is transformative…
Streamline workflow orchestration of a system of enterprise APIs using chaining with Amazon Bedrock Agents
Intricate workflows that require dynamic and complex API orchestration can often be complex to manage. In industries like insurance, where…
Unlock AWS Cost and Usage insights with generative AI powered by Amazon Bedrock
Managing cloud costs and understanding resource usage can be a daunting task, especially for organizations with complex AWS deployments. AWS…
How healthcare payers and plans can empower members with generative AI
In this post, we discuss how generative artificial intelligence (AI) can help health insurance plan members get the information they…
Align Meta Llama 3 to human preferences with DPO, Amazon SageMaker Studio, and Amazon SageMaker Ground Truth
Large language models (LLMs) have remarkable capabilities. Nevertheless, using them in customer-facing applications often requires tailoring their responses to align…