{"product_id":"9781785881794","title":"Effective Amazon Machine Learning: Expert web services for machine learning on cloud","description":"\u003cp\u003e\u003cb\u003eLearn to leverage Amazon's powerful platform for your predictive analytics needs\u003c\/b\u003e\u003c\/p\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003cul\u003e\n\u003cli\u003e[*]Create great machine learning models that combine the power of algorithms with interactive tools without worrying about the underlying complexity\u003c\/li\u003e\n\u003cli\u003e[*]Learn the What’s next? of machine learning—machine learning on the cloud—with this unique guide\u003c\/li\u003e\n\u003cli\u003e[*]Create web services that allow you to perform affordable and fast machine learning on the cloud\u003c\/li\u003e\n\u003c\/ul\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003cp\u003ePredictive analytics is a complex domain requiring coding skills, an understanding of the mathematical concepts underpinning machine learning algorithms, and the ability to create compelling data visualizations. Following AWS simplifying Machine learning, this book will help you bring predictive analytics projects to fruition in three easy steps: data preparation, model tuning, and model selection.\u003c\/p\u003e\u003cp\u003eThis book will introduce you to the Amazon Machine Learning platform and will implement core data science concepts such as classification, regression, regularization, overfitting, model selection, and evaluation. Furthermore, you will learn to leverage the Amazon Web Service (AWS) ecosystem for extended access to data sources, implement realtime predictions, and run Amazon Machine Learning projects via the command line and the Python SDK.\u003c\/p\u003e\u003cp\u003eTowards the end of the book, you will also learn how to apply these services to other problems, such as text mining, and to more complex datasets. \u003c\/p\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003cul\u003e\n\u003cli\u003e[*]Learn how to use the Amazon Machine Learning service from scratch for predictive analytics\u003c\/li\u003e\n\u003cli\u003e[*]Gain hands-on experience of key Data Science concepts\u003c\/li\u003e\n\u003cli\u003e[*]Solve classic regression and classification problems\u003c\/li\u003e\n\u003cli\u003e[*]Run projects programmatically via the command line and the Python SDK\u003c\/li\u003e\n\u003cli\u003e[*]Leverage the Amazon Web Service ecosystem to access extended data sources\u003c\/li\u003e\n\u003cli\u003e[*]Implement streaming and advanced projects\u003c\/li\u003e\n\u003c\/ul\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003cp\u003eThis book is intended for data scientists and managers of predictive analytics projects; it will teach beginner- to advanced-level machine learning practitioners how to leverage Amazon Machine Learning and complement their existing Data Science toolbox.\u003c\/p\u003e\u003cp\u003eNo substantive prior knowledge of Machine Learning, Data Science, statistics, or coding is required.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":46538969678065,"sku":"9781785881794","price":45.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781785881794_p0.jpg?v=1765563822","url":"https:\/\/shop.barnesandnoble.com\/products\/9781785881794","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}