AI Magazine November 2024 | Page 46

AMAZON SAGEMAKER
TOP 10 - AI PLATFORMS

AMAZON SAGEMAKER

MARKET CAP : US $ 1.87TN

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EMPLOYEES : 1.5M CEO : ANDY JASSY FOUNDED : 1994
Amazon SageMaker is a fully managed machine learning platform that empowers developers and data scientists to build , train , and deploy machine learning models quickly and efficiently . As part of Amazon ’ s extensive AI services , SageMaker is designed to make AI accessible to users without requiring advanced machine learning skills .
The platform offers a wide range of capabilities , including automated model training , data labelling , and real-time inference , enabling businesses to gain insights comparable to those that Amazon itself utilises . SageMaker supports the entire machine learning lifecycle , from data preparation to model deployment , and integrates seamlessly with other AWS services , providing a comprehensive ecosystem for AI development . Its flexibility allows users to leverage popular open-source frameworks or Amazon ’ s proprietary algorithms , catering to diverse industry needs .
With features like SageMaker Studio for collaborative development and SageMaker Autopilot for automated model creation , it serves both experienced data scientists and newcomers to machine learning . According to recent industry figures , Amazon is the leading e-retailer in the United States , with net sales reaching approximately US $ 386bn in 2020 , underscoring the platform ’ s importance in driving business success .
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Introduction to Amazon SageMaker Studio
46 November 2024