TSMixer: An all-MLP architecture for time series forecasting

Favorite Posted by Si-An Chen, Student Researcher, Cloud AI Team, and Chun-Liang Li, Research Scientist, Cloud AI Team Time series forecasting is critical to various real-world applications, from demand forecasting to pandemic spread prediction. In multivariate time series forecasting (forecasting multiple variants at the same time), one can split existing

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Shared by Google AI Technology September 6, 2023

Optimize deployment cost of Amazon SageMaker JumpStart foundation models with Amazon SageMaker asynchronous endpoints

Favorite The success of generative AI applications across a wide range of industries has attracted the attention and interest of companies worldwide who are looking to reproduce and surpass the achievements of competitors or solve new and exciting use cases. These customers are looking into foundation models, such as TII

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Shared by AWS Machine Learning September 5, 2023

How Carrier predicts HVAC faults using AWS Glue and Amazon SageMaker

Favorite In their own words, “In 1902, Willis Carrier solved one of mankind’s most elusive challenges of controlling the indoor environment through modern air conditioning. Today, Carrier products create comfortable environments, safeguard the global food supply, and enable safe transport of vital medical supplies under exacting conditions.” At Carrier, the

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Shared by AWS Machine Learning September 5, 2023

Build a generative AI-based content moderation solution on Amazon SageMaker JumpStart

Favorite Content moderation plays a pivotal role in maintaining online safety and upholding the values and standards of websites and social media platforms. Its significance is underscored by the protection it provides users from exposure to inappropriate content, safeguarding their well-being in digital spaces. For example, in the advertising industry,

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Shared by AWS Machine Learning September 5, 2023