AWS Machine Learning Blog

JUNE 25, 2024

With Amazon Bedrock, developers can experiment, evaluate, and deploy generative AI applications without worrying about infrastructure management. Its enterprise-grade security, privacy controls, and responsible AI features enable secure and trustworthy generative AI innovation at scale.

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Automation Prompt Engineer Prompt Engineering Categorization 119

AWS Machine Learning Blog

FEBRUARY 1, 2024

Make sure to validate prompt input data and prompt input size for allocated character limits that are defined by your model. If you’re performing prompt engineering, you should persist your prompts to a reliable data store. Randy DeFauw is a Senior Principal Solutions Architect at AWS.

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Generative AI Prompt Engineer Prompt Engineering AI 131

AWS Machine Learning Blog

OCTOBER 8, 2024

The face match is detected using Amazon Rekognition , which offers pre-trained and customizable computer vision (CV) capabilities to extract information and insights from your images and videos. The key is the prompt engineering for the custom LangChain agent. Using Anthropic’s Claude 3.5

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Automation Prompt Engineer Prompt Engineering Machine Learning 106

Heartbeat

AUGUST 4, 2023

OpenAI is leading the way in these significant developments, but this year in April, a revolutionary segmentation model in computer vision was shared by Meta AI. One element that makes this study more important is that they have put forward an approach that adopts the ethical principles of Responsible AI.

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Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

AWS Machine Learning Blog

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. We use the few-shot prompting technique by providing a few examples to produce an accurate ASL gloss.

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AWS Machine Learning Blog

MARCH 27, 2024

That’s why it’s good practice to check if you actually need to fine-tune your model for your use case or if prompt engineering is sufficient. With some prompt engineering, we can provide more details to get closer to the look of our favorite pets.

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Prompt Engineer Prompt Engineering Data Scientist Machine Learning 105

ODSC - Open Data Science

APRIL 21, 2023

Well, during the hackathon you’ll have access to cutting-edge tools and platforms, including Weaviate and OpenAI API & ChatGPT plugins, to work on projects such as generative search and prompt engineering. Present your innovative solution to both a live audience and a panel of judges. But that’s not all.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

JANUARY 10, 2024

These concerns include lack of interpretability, bias, and discrimination, privacy, lack of model robustness, fake and misleading content, copyright implications, plagiarism, and environmental impact associated with training and inference of generative AI models.

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Large Language Models Deep Learning Data Science LLM 52

The MLOps Blog

JUNE 27, 2023

The platform also offers features for hyperparameter optimization, automating model training workflows, model management, prompt engineering, and no-code ML app development. Auto-annotation tools such as Meta’s Segment Anything Model and other AI-assisted labeling techniques. Robust security functionality.

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AWS Machine Learning Blog

JUNE 18, 2024

The advantages of using generative AI for virtual travel agents include improved customer satisfaction, increased efficiency, and the ability to handle a high volume of inquiries simultaneously. However, the deployment of generative AI in customer-facing applications raises concerns around responsible AI.

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