{"product_id":"time-series-analysis-on-aws-learn-how-to-build-forecasting-models-and-detect-anomalies-in-your-time-series-data-paperback","title":"Time Series Analysis on AWS: Learn how to build forecasting models and detect anomalies in your time series data - Paperback","description":"\u003cp\u003eby \u003cb\u003eMichaël Hoarau\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eLeverage AWS AI\/ML managed services to generate value from your time series data\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSolve modern time series analysis problems such as forecasting and anomaly detection\u003c\/li\u003e\n\u003cli\u003eGain a solid understanding of AWS AI\/ML managed services and apply them to your business problems\u003c\/li\u003e\n\u003cli\u003eExplore different algorithms to build applications that leverage time series data\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eBeing a business analyst and data scientist, you have to use many algorithms and approaches to prepare, process, and build ML-based applications by leveraging time series data, but you face common problems, such as not knowing which algorithm to choose or how to combine and interpret them. Amazon Web Services (AWS) provides numerous services to help you build applications fueled by artificial intelligence (AI) capabilities. This book helps you get to grips with three AWS AI\/ML-managed services to enable you to deliver your desired business outcomes.\u003c\/p\u003e\u003cp\u003eThe book begins with Amazon Forecast, where you'll discover how to use time series forecasting, leveraging sophisticated statistical and machine learning algorithms to deliver business outcomes accurately. You'll then learn to use Amazon Lookout for Equipment to build multivariate time series anomaly detection models geared toward industrial equipment and understand how it provides valuable insights to reinforce teams focused on predictive maintenance and predictive quality use cases. In the last chapters, you'll explore Amazon Lookout for Metrics, and automatically detect and diagnose outliers in your business and operational data.\u003c\/p\u003e\u003cp\u003eBy the end of this AWS book, you'll have understood how to use the three AWS AI services effectively to perform time series analysis.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand how time series data differs from other types of data\u003c\/li\u003e\n\u003cli\u003eExplore the key challenges that can be solved using time series data\u003c\/li\u003e\n\u003cli\u003eForecast future values of business metrics using Amazon Forecast\u003c\/li\u003e\n\u003cli\u003eDetect anomalies and deliver forewarnings using Lookout for Equipment\u003c\/li\u003e\n\u003cli\u003eDetect anomalies in business metrics using Amazon Lookout for Metrics\u003c\/li\u003e\n\u003cli\u003eVisualize your predictions to reduce the time to extract insights\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIf you're a data analyst, business analyst, or data scientist looking to analyze time series data effectively for solving business problems, this is the book for you. Basic statistics knowledge is assumed, but no machine learning knowledge is necessary. Prior experience with time series data and how it relates to various business problems will help you get the most out of this book. This guide will also help machine learning practitioners find new ways to leverage their skills to build effective time series-based applications.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 458\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.93 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e February 28, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51783407501600,"sku":"9781801816847","price":83.5,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/1a208a6876717fdfab5a45a9ba610dff.webp?v=1780586440","url":"https:\/\/ebocreations.com\/products\/time-series-analysis-on-aws-learn-how-to-build-forecasting-models-and-detect-anomalies-in-your-time-series-data-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}