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Conduct a study on audience overlap within AWS Clean Rooms.

Analytics, AWS Clean Rooms, Industries, Marketing & Advertising, Technical How-to, UncategorizedMarch 13, 202438Views0Likes0Comments
In the world of digital advertising and media planning, understanding audience overlap, or the percentage of users in an advertiser's dataset who are also present in another dataset (such as a media partner's dataset), is crucial. While current methods for sharing data in order to run audience overlap analyses can carry the risk of sensitive…

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Utilize Amazon Bedrock and AWS Step Functions to facilitate the automation of altering image backgrounds.

Amazon Bedrock, Amazon Titan, Artificial Intelligence, AWS Step Functions, Generative AI, Intermediate (200), Technical How-to, UncategorizedMarch 8, 202444Views0Likes0Comments
Many customers in sectors such as creative advertising, media and entertainment, ecommerce, and fashion often need to change the background in a large number of images, which usually involves a time-consuming manual editing process for each image. Amazon Bedrock, in conjunction with AWS Step Functions, makes it easy to automate the process of changing backgrounds…

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Improve Amazon Connect and Lex by incorporating generative AI features.

Amazon Bedrock, Amazon Connect, Amazon Lex, AWS Lambda, Technical How-to, UncategorizedMarch 7, 202440Views0Likes0Comments
Incorporating effective self-service options is crucial for modern contact centers, but implementation can be challenging. Amazon Lex provides chatbot functions, such as automatic speech recognition (ASR) and natural language understanding (NLU), which allows bots to interpret and respond to customer needs. This can be hindered by factors such as diverse accents, pronunciation, grammar, and background…

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Utilize Amazon SageMaker Canvas to identify irregularities in production data.

Amazon SageMaker, Amazon SageMaker Canvas, Foundational (100), Technical How-to, UncategorizedMarch 7, 202437Views0Likes0Comments
Cloud computing, including big data and machine learning (ML) tools like Amazon Athena and Amazon SageMaker, are becoming increasingly accessible and feasible to use for businesses in multiple industry sectors. This advancement is influencing a shift in resource efficiency by promoting data analytics and data-driven decision-making in operations, predictive maintenance, and planning. However, the rapid…

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Leverage the power of AI to create customized experiences with Amazon Personalize and Amazon OpenSearch Service.

Advanced (300), Amazon OpenSearch Service, Amazon Personalize, Best Practices, Technical How-to, UncategorizedMarch 7, 202438Views0Likes0Comments
OpenSearch is open source software that offers an array of tools for search, data analytics, security monitoring, and observability applications. Amazon OpenSearch Service, powered by OpenSearch, simplifies the deployment, scaling, and operation of OpenSearch in the AWS Cloud. OpenSearch uses the BM-25 framework to calculate relevance scores, but this doesn’t consider user behavior data like clicks…

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Effectively adjust the ESM-2 protein language model utilizing Amazon SageMaker.

Amazon SageMaker, Expert (400), Life Sciences, Technical How-to, UncategorizedMarch 7, 202448Views0Likes0Comments
This article talks about how to use the Amazon SageMaker to effectively fine-tune a state-of-the-art protein language model (pLM) to predict protein subcellular localization. Proteins play a critical role in human body function and drug development, often serving as potential targets and therapeutics. They can be effectively analyzed using larger language models (LLMs) to predict…

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