Time Series Analysis on AWS

Being 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.
The 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.
By the end of this AWS book, you’ll have understood how to use the three AWS AI services effectively to perform time series analysis.

J-Novel Club is a digital publishing company started by translators and fans like you! Our mission is to translate and release the coolest, funnest, and newest light novels from Japan to the world. By focusing on digital releases, and providing a membership service to let people read the books as soon as they are translated, our goal is to build a community of light novel readers and to grow the market, so that more and more releases can be officially licensed and translated. We won't just publish the big hit light novels that get anime adaptations, but also newer titles or books from small publishers and web novels... as long as it's a blast to read, we'll bring it to you! So pull out your tablet or ereader, sit down in a comfy chair, and join the club! weniger anzeigen expand_less