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Design patterns for serial inference on Amazon SageMaker

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

As machine learning (ML) goes mainstream and gains wider adoption, ML-powered applications are becoming increasingly common to solve a range of complex business problems. The solution to these complex business problems often requires using multiple ML models. These models can be sequentially combined to perform various tasks, such as preprocessing, data transformation, model selection, inference …

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Run interactive pipelines at scale using Beam Notebooks

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

To all Apache Beam and Dataflow users: If you’ve experimented with Beam, prototyped a pipeline, or verified assumptions about a dataset, you might have used Beam Notebooks or other interactive alternatives such as Google Colab or Jupyter Notebooks. You might also have noticed a gap between running a small prototype pipeline in a notebook and …

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How Tarteel Uses AI to Help Arabic Learners Perfect Their Pronunciation

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

There are some 1.8 billion Muslims, but only 16% or so of them speak Arabic, the language of the Quran. This is in part due to the fact that many Muslims struggle to find qualified instructors to give them feedback on their Quran recitation. Enter today’s guest and his company Tarteel, a member of the …

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