Intermediate (200)
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Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock
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Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI, allowing businesses to tailor pre-trained large language ...

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Detect email phishing attempts using Amazon Comprehend
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Phishing is the process of attempting to acquire sensitive information such as usernames, passwords and credit card details by masquerading as a ...

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Distributed training and efficient scaling with the Amazon SageMaker Model Parallel and Data Parallel Libraries
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There has been tremendous progress in the field of distributed deep learning for large language models (LLMs), especially after the release of ...

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Knowledge Bases for Amazon Bedrock now supports metadata filtering to improve retrieval accuracy
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At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you ...

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Build knowledge-powered conversational applications using LlamaIndex and Llama 2-Chat
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Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When ...

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Best practices for building secure applications with Amazon Transcribe
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Amazon Transcribe is an AWS service that allows customers to convert speech to text in either batch or streaming mode. It uses machine ...

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Best practices for building secure applications with Amazon Transcribe
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Amazon Transcribe is an AWS service that allows customers to convert speech to text in either batch or streaming mode. It uses machine ...

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Best practices for building secure applications with Amazon Transcribe
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Amazon Transcribe is an AWS service that allows customers to convert speech to text in either batch or streaming mode. It uses machine ...

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Best practices for building secure applications with Amazon Transcribe
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Amazon Transcribe is an AWS service that allows customers to convert speech to text in either batch or streaming mode. It uses machine ...

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Achieve DevOps maturity with BMC AMI zAdviser Enterprise and Amazon Bedrock
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In software engineering, there is a direct correlation between team performance and building robust, stable applications. The data community aims ...

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Advanced RAG patterns on Amazon SageMaker
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Today, customers of all industries—whether it’s financial services, healthcare and life sciences, travel and hospitality, media and entertainment, ...

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Enable single sign-on access of Amazon SageMaker Canvas using AWS IAM Identity Center: Part 2
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Amazon SageMaker Canvas allows you to use machine learning (ML) to generate predictions without having to write any code. It does so by covering ...

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