{"product_id":"data-science-on-aws-implementing-end-to-end-continuous-ai-and-machine-learning-pipelines-1st-edition-by-chris-fregly-author-antje-barth-author","title":"Data Science on AWS: Implementing End-to-End, Continuous AI and Machine Learning Pipelines 1st Edition by Chris Fregly (Author), Antje Barth (Author)","description":"\u003ch2\u003eProduct details\u003c\/h2\u003e\n\u003cdiv id=\"detailBullets_feature_div\"\u003e\n\u003cul\u003e\n\u003cli\u003ePublisher ‏ : ‎ O'Reilly Media\u003c\/li\u003e\n\u003cli\u003ePublication date ‏ : ‎ May 11, 2021\u003c\/li\u003e\n\u003cli\u003eEdition ‏ : ‎ 1st\u003c\/li\u003e\n\u003cli\u003eLanguage ‏ : ‎ English\u003c\/li\u003e\n\u003cli\u003ePrint length ‏ : ‎ 521 pages\u003c\/li\u003e\n\u003cli\u003eISBN-10 ‏ : ‎ 1492079391\u003c\/li\u003e\n\u003cli\u003eISBN-13 ‏ : ‎ 978-1492079392\u003c\/li\u003e\n\u003cli\u003eItem Weight ‏ : ‎ 2.31 pounds\u003c\/li\u003e\n\u003cli\u003eDimensions ‏ : ‎ 7 x 1.25 x 9.25 inches\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eWith this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level up your skills. This guide shows you how to build and run pipelines in the cloud, then integrate the results into applications in minutes instead of days. Throughout the book, authors Chris Fregly and Antje Barth demonstrate how to reduce cost and improve performance.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003eApply the Amazon AI and ML stack to real-world use cases for natural language processing, computer vision, fraud detection, conversational devices, and more\u003c\/li\u003e\n\u003cli\u003eUse automated machine learning to implement a specific subset of use cases with SageMaker Autopilot\u003c\/li\u003e\n\u003cli\u003eDive deep into the complete model development lifecycle for a BERT-based NLP use case including data ingestion, analysis, model training, and deployment\u003c\/li\u003e\n\u003cli\u003eTie everything together into a repeatable machine learning operations pipeline\u003c\/li\u003e\n\u003cli\u003eExplore real-time ML, anomaly detection, and streaming analytics on data streams with Amazon Kinesis and Managed Streaming for Apache Kafka\u003c\/li\u003e\n\u003cli\u003eLearn security best practices for data science 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AWS\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAI pipeline architecture AWS\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eMachine learning infrastructure AWS\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAWS ML best practices book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eData science automation AWS\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAWS data analytics and ML\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eML lifecycle management AWS\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAWS AI development book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eEnterprise ML on AWS\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eData science cloud pipelines\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eAWS machine learning textbook\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eData science on AWS 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