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Accelerate data preparation for ML in Amazon SageMaker Canvas

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Data preparation is a crucial step in any machine learning (ML) workflow, yet it often involves tedious and time-consuming tasks. Amazon SageMaker Canvas now supports comprehensive data preparation capabilities powered by Amazon SageMaker Data Wrangler. With this integration, SageMaker Canvas provides customers with an end-to-end no-code workspace to prepare data, build and use ML and …

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How do you make a robot smarter? Program it to know what it doesn’t know

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

Engineers have come up with a new way to teach robots to know when they don’t know. The technique involves quantifying the fuzziness of human language and using that measurement to tell robots when to ask for further directions. Telling a robot to pick up a bowl from a table with only one bowl is …

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Support Vector Machines for Image Classification and Detection Using OpenCV

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

In a previous tutorial, we have explored the use of the Support Vector Machine algorithm as one of the most popular supervised machine learning techniques that comes implemented in the OpenCV library. So far, we have seen how to apply Support Vector Machines to a custom dataset that we have generated, consisting of two-dimensional points …

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Best practices for augmenting human intelligence with AI

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Artificial Intelligence (AI) should be designed to include and balance human oversight, agency, and accountability over decisions across the AI lifecycle. IBM’s first Principle for Trust and Transparency states that the purpose of AI is to augment human intelligence. Augmented human intelligence means that the use of AI enhances human intelligence, rather than operating independently …

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Learn how to assess the risk of AI systems

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Artificial intelligence (AI) is a rapidly evolving field with the potential to improve and transform many aspects of society. In 2023, the pace of adoption of AI technologies has accelerated further with the development of powerful foundation models (FMs) and a resulting advancement in generative AI capabilities. At Amazon, we have launched multiple generative AI …

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