Across all industries, machine learning (ML) models are getting deeper, workflows are getting more complex, and workloads are operating at larger scales. Significant effort and resources are put into making these models more accurate since this investment directly results in better products and experiences. On the other hand, making these models run efficiently in production …
In this post, we show how to train, deploy, and predict natural disaster damage with Amazon SageMaker with geospatial capabilities. We use the new SageMaker geospatial capabilities to generate new inference data to test the model. Many government and humanitarian organizations need quick and accurate situational awareness when a disaster strikes. Knowing the severity, cause, …
Amazon SageMaker Autopilot automatically builds, trains, and tunes the best machine learning (ML) models based on your data, while allowing you to maintain full control and visibility. Autopilot can also deploy trained models to real-time inference endpoints automatically. If you have workloads with spiky or unpredictable traffic patterns that can tolerate cold starts, then deploying …
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Imagine trying to teach a toddler what a unicorn is. A good place to start might be by showing the child images of the creature and describing its unique features. Now imagine trying to teach an artificially intelligent machine what a unicorn is. Where would one even begin? Pretrained AI models offer a solution. A …
Data-driven AI technology, when correctly deployed and managed, can offer enhanced event experiences for attendees and organizations alike.Read More
Diversity, equity and inclusion are by no means new problems for the tech industry. However, new issues like the economic downturn can lead companies to take measures — like layoffs — that can worsen an already glaring problem.Read More
From monsters to kittens to strategy games, these sets will liven things up on nights when everyone is tired of screens.
These favorites from the second half of the year teach us about Ukrainian and Chinese-American cuisines, cocktails, and sourdough loaves.
This week on Gadget Lab, we discuss the advances in generative AI tools like ChatGPT that make computer-enabled conversations seem more human than ever.
You can read ebooks, write notes, or mark up PDFs on this new slate, but your wallet will feel a lot lighter.