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Enhance deep learning training speeds and streamline orchestration using AWS Trainium and AWS Batch.

AWS Batch, AWS Neuron, AWS Trainium, Integration & Automation, Intermediate (200), UncategorizedJune 18, 202434Views0Likes0Comments
Managing resources and workflows for large language model (LLM) training can be a significant challenge. Automating tasks such as resource provisioning, scaling, and workflow management is vital for optimizing resource usage and streamlining complex workflows. Combining AWS's machine learning acceleration tool Trainium with AWS Batch can simplify these processes. Trainium provides massive scalability and cost-effective access…

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Leverage meteorological information to enhance predictions using Amazon SageMaker Canvas.

Amazon SageMaker, Amazon SageMaker Autopilot, Amazon SageMaker Canvas, Amazon SageMaker Data Wrangler, Artificial Intelligence, Intermediate (200), UncategorizedJune 13, 202443Views0Likes0Comments
Time series forecasting is a vital tool for organizations looking to make informed planning decisions. Amazon has a long history of using this approach, and has now integrated its advanced forecasting offerings with modern machine learning (ML) algorithms in its no-code workspace, Amazon SageMaker Canvas. The platform allows data preparation using natural language, the building…

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Redefining software development using Amazon’s Q Developer Agent.

Amazon Machine Learning, Amazon Q, Artificial Intelligence, Intermediate (200), UncategorizedJune 12, 202432Views0Likes0Comments
Amazon Q Developer is an AI-assisted software development tool designed to make building software faster and more efficient. The Q Developer Agent helps implement features, fix bugs, and run unit tests based on natural language input. To initiate the feature development agent, you need to enter '/dev' into the chat field after installing the Amazon…

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Utilize Amazon Comprehend to identify attempts at email phishing.

Amazon Comprehend, Artificial Intelligence, Intermediate (200), Technical How-to, UncategorizedJune 6, 202431Views0Likes0Comments
Phishing is a method employed by malicious actors to trick individuals into revealing sensitive data such as usernames, passwords, and credit card details. Various methods such as email, telephone, or text messages are used to present themselves as a trustworthy entity. Despite traditional approaches to detect email phishing, emerging trends are harder to handle with…

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Speed up NLP interpretation using ONNX Runtime on AWS Graviton processors

Amazon EC2, Graviton, Intermediate (200), Machine learning, Natural language processing, Technical How-to, UncategorizedMay 16, 202436Views0Likes0Comments
ONNX is an open-source machine learning framework, offering interoperability across various platforms. It collaborates with ONNX Runtime, the runtime engine for model inference and training. AWS Graviton3 processors are specifically tailored for machine learning tasks and support a series of instructions to optimize performance. The ONNX Runtime 1.17.0 release integrates some of these instructions, improving…

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Transform customer contentment by incorporating custom reward structures for your business on Amazon SageMaker.

Amazon SageMaker, Artificial Intelligence, Generative AI, Intermediate (200), UncategorizedMay 3, 202430Views0Likes0Comments
The prevalence of large language models (LLM) has necessitated an efficient method of customizing these systems to align with organizational values and provide reliable and accurate customer experiences. However, with customization comes the challenge of obtaining diverse, subjective human feedback to refine the model's performance, which can be time-consuming and unscalable. To overcome these hurdles, companies…

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