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David Bounds
Cloud Native AI and Machine Learning on AWS
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743844Cloud Native AI and Machine Learning on AWShttps://www.gandhi.com.mx/cloud-native-ai-and-machine-learning-on-aws/phttps://gandhi.vtexassets.com/arquivos/ids/1359897/ebb8f22e-3ef6-4562-b474-468688730309.jpg?v=638337945533700000278386MXNBPB PublicationsInStock/Ebooks/<p>Using machine learning and artificial intelligence (AI) in existing business processes has been successful. Even AWSs ML and AI services make it simple and economical to conduct machine learning experiments. This book will show readers how to use the complete set of AI and ML services available on AWS to streamline the management of their whole AI operation and speed up their innovation.In this book, youll learn how to build data lakes, build and train machine learning models, automate MLOps, ensure maximum data reusability and reproducibility, and much more. The applications presented in the book show how to make the most of several different AWS offerings, including Amazon Comprehend, Amazon Rekognition, Amazon Lookout, and AutoML. This book teaches you to manage massive data lakes, train artificial intelligence models, release these applications into production, and track their progress in real-time. You will learn how to use the pre-trained models for various tasks, including picture recognition, automated data extraction, image/video detection, and anomaly detection.Every step of your Machine Learning and AI projects development process is optimised throughout the book by utilising Amazons pre-made, purpose-built AI services.</p>...741958Cloud Native AI and Machine Learning on AWS278386https://www.gandhi.com.mx/cloud-native-ai-and-machine-learning-on-aws/phttps://gandhi.vtexassets.com/arquivos/ids/1359897/ebb8f22e-3ef6-4562-b474-468688730309.jpg?v=638337945533700000InStockMXN99999DIEbook20239789355513267_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_<p>Using machine learning and artificial intelligence (AI) in existing business processes has been successful. Even AWSs ML and AI services make it simple and economical to conduct machine learning experiments. This book will show readers how to use the complete set of AI and ML services available on AWS to streamline the management of their whole AI operation and speed up their innovation.In this book, youll learn how to build data lakes, build and train machine learning models, automate MLOps, ensure maximum data reusability and reproducibility, and much more. The applications presented in the book show how to make the most of several different AWS offerings, including Amazon Comprehend, Amazon Rekognition, Amazon Lookout, and AutoML. This book teaches you to manage massive data lakes, train artificial intelligence models, release these applications into production, and track their progress in real-time. You will learn how to use the pre-trained models for various tasks, including picture recognition, automated data extraction, image/video detection, and anomaly detection.Every step of your Machine Learning and AI projects development process is optimised throughout the book by utilising Amazons pre-made, purpose-built AI services.</p>...9789355513267_BPB Publicationslibro_electonico_1f9b02cb-8ec2-3add-b231-64c2c48d4358_9789355513267;9789355513267_9789355513267David BoundsInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/bpbonline-epub-8149476c-14b2-43ee-a9e6-ef2424cd4fb0.epub2023-02-14T00:00:00+00:00BPB Publications