Тег: machinelearning

Imagine predicting which customers are thinking about switching to a competitor or flagging potential process failures before they happen. Think about the benefits of forecasting tedious business processes and back-office tasks. Consider the competitive advantage of making decisions when you know the most likely future events.

Machine Learning Systems: Designs that scale is an example-rich guide that teaches you how to implement reactive design solutions in your machine learning systems to make them as reliable as a well-built web app. Foreword by Sean Owen, Director of Data Science, Cloudera About the Technology If you're building machine learning models to be used on a small scale, you don't need this book. But if you're a developer building a production-grade ML application that needs quick response times, reliability, and good user experience, this is the book for you.