ML 13252 pipelines

Implementing MLOps practices with Amazon SageMaker JumpStart pre-trained models

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Amazon SageMaker JumpStart is the machine learning (ML) hub of SageMaker that offers over 350 built-in algorithms, pre-trained models, and pre-built solution templates to help you get started with ML fast. JumpStart provides one-click access to a wide variety of pre-trained models for common ML tasks such as object detection, text classification, summarization, text generation …

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Built with BigQuery: Aible’s serverless journey to challenge the cost vs. performance paradigm

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Aible is the leader in generating business impact from AI in less than 30 days by helping teams go from raw data to business value with solutions for customer acquisition, churn prevention, demand prediction, preventative maintenance, and more. These solutions help IT and data teams identify valuable data through automated data validation, enabling collaborative open-world …

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Making a Splash: AI Can Help Protect Ocean Goers From Deadly Rips

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Surfers, swimmers and beachgoers face a hidden danger in the ocean: rip currents. These narrow channels of water can flow away from the shore at speeds up to 2.5 meters per second, making them one of the biggest safety risks for those enjoying the ocean. To help keep beachgoers safe, Christo Rautenbach, a coastal and …

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A new way to encode and generate Super Mario Bros levels

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

A team of computer programmers at IT University of Copenhagen has developed a new way to encode and generate Super Mario Bros. levels—called MarioGPT, the new approach is based on the language model GPT-2. The group outlines their work and the means by which others can use their system in a paper on the arXiv …

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Using Activation Functions in Deep Learning Models

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

A deep learning model in its simplest form are layers of perceptrons connected in tandem. Without any activation functions, they are just matrix multiplications with limited power, regardless how many of them. Activation is the magic why neural network can be an approximation to a wide variety of non-linear function. In PyTorch, there are many …

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Google Research, 2022 & beyond: Robotics

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Posted by Kendra Byrne, Senior Product Manager, and Jie Tan, Staff Research Scientist, Robotics at Google (This is Part 6 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) Within our lifetimes, we will see robotic technologies that can help with everyday …

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