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	<title>Manny Sidhu &#8211; Noise</title>
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		<title>Optimizing fleet operations using Amazon SageMaker AI and Amazon Bedrock</title>
		<link>https://noise.getoto.net/2025/05/28/optimizing-fleet-operations-using-amazon-sagemaker-ai-and-amazon-bedrock/</link>
		
		<dc:creator><![CDATA[Manny Sidhu]]></dc:creator>
		<pubDate>Wed, 28 May 2025 18:29:26 +0000</pubDate>
				<category><![CDATA[Amazon Bedrock]]></category>
		<category><![CDATA[Amazon SageMaker AI]]></category>
		<category><![CDATA[Architecture]]></category>
		<category><![CDATA[AWS IoT Greengrass]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[Intermediate (200)]]></category>
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					<description><![CDATA[In this post, we'll explore how to maximize the value of dashcam footage through best practices for implementing and managing Computer Vision systems in commercial fleet operations. We'll demonstrate how to build and deploy edge-based machine learning models that provide real-time alerts for distracted driving behaviors, while effectively collecting, processing, and analyzing footage to train these AI models.]]></description>
		
		
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