AWS

$200 Gift Package: 12 Free Courses on Amazon SageMaker for Machine Learning

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$200 Gift Package: 12 Free Courses on Amazon SageMaker for Machine Learning

Machine learning is rapidly integrating into business operations, becoming a cornerstone of enterprise operations. The emergence of this technology has brought many tangible impacts to various enterprises, such as improving processes, increasing efficiency, and accelerating innovation. The development of machine learning technology is changing rapidly, combined with high-performance computing options and vast amounts of data, … Read more

Enterprise Image Recognition Machine Learning Platform Architecture Based on Amazon SageMaker

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Enterprise Image Recognition Machine Learning Platform Architecture Based on Amazon SageMaker

In an era of explosive growth in image recognition demands, visual content is continuously replacing traditional text content needs, leading to the development of more image recognition solution technologies. With the rapid development of image recognition technology, it has found widespread applications across various industries. Based on Amazon Web Services, it can easily meet various … Read more

Amazon SageMaker Python SDK: A Powerful Interface for Machine Learning Development

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Amazon SageMaker Python SDK: A Powerful Interface for Machine Learning Development

Hello everyone! I’m back! Today I want to introduce you to a super powerful machine learning development tool—the Amazon SageMaker Python SDK! It’s like a thoughtful AI assistant that helps us easily handle the training and deployment of machine learning projects. Want to train models in the cloud? Want to deploy machine learning services? It … Read more

Mastering Anthropic Claude 3 with Dify and AWS Bedrock

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Mastering Anthropic Claude 3 with Dify and AWS Bedrock

This article discusses how to use Anthropic Claude 3 more stably, as well as some interesting AI native tools based on the currently well-performing models. Introduction After experiencing Anthropic Claude Pro, which went live at the beginning of the month, for more than half a month, I found that the Claude 3 series models (Opus, … Read more

Amazon: We Extracted an Optimal BERT Subarchitecture, 16% of Bert-Large, 7x CPU Inference Speedup

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Amazon: We Extracted an Optimal BERT Subarchitecture, 16% of Bert-Large, 7x CPU Inference Speedup

Selected from arXiv Authors: Adrian de Wynter, Daniel J. Perry Translated by Machine Heart Machine Heart Editorial Team Extracting BERT subarchitectures is a highly worthwhile topic, but existing research has shortcomings in subarchitecture accuracy and selection. Recently, researchers from the Amazon Alexa team refined the process of extracting BERT subarchitectures and extracted an optimal subarchitecture … Read more

Step-by-Step Guide to Building an Agent with LangGraph

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Step-by-Step Guide to Building an Agent with LangGraph

Introduction In the field of artificial intelligence, Retrieval-Augmented Generation (RAG) systems have become common tools for handling simple queries and generating contextually relevant responses. However, with the growing demand for more complex AI applications, we need to go beyond these retrieval-capable systems. Thus, AI agents have emerged—these autonomous entities can perform complex multi-step tasks while … Read more

Amazon Bedrock and New Features: Connecting Enterprise Data Sources for Private Training

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Amazon Bedrock and New Features: Connecting Enterprise Data Sources for Private Training

21CTO Guide: AWS has launched a new privatized AIGC product. Background AWS has just announced a new artificial intelligence product, the preview feature of Amazon Bedrock. Bedrock is a solution for building generative AI applications using foundational models. Amazon Bedrock is an innovative technology within Amazon Web Services (AWS) that opens up cutting-edge technology in … Read more

Best Practices for SageMaker Deployment

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Best Practices for SageMaker Deployment

Click the above to follow us! Amazon’s SageMaker is indeed an interesting tool. Having worked at Amazon for several years, I can say I have a love-hate relationship with it. Today, let’s discuss how to effectively use SageMaker while avoiding common pitfalls. Choose the Right Instance Type to Save Money and Improve Efficiency SageMaker supports … Read more

Amazon SageMaker: The Pinnacle of Machine Learning Platforms

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Amazon SageMaker: The Pinnacle of Machine Learning Platforms

1. Introduction Recently, I participated in the Amazon Web Services 【Cloud Exploration Lab】 event, where I built my first AIGC based on the Stable Diffusion model using Amazon SageMaker , which was very simple and quick. I initially thought it would be very complex and that I wouldn’t understand how to operate it, but in … Read more

When AI Becomes a Capability: Amazon SageMaker Arrives

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When AI Becomes a Capability: Amazon SageMaker Arrives

What is AI? An application, or a technology? Today, as AI becomes more prevalent, it resembles a capability, a capability that permeates various industries and scenarios, enabling intelligent applications. As AI enters the “capability era”, its “three essentials” (data, algorithms, computing power) indicate that algorithms are becoming increasingly important, as they are the core element … Read more