num_pages: 264
description: SummaryReal-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics it introduces the day-to-day practice of machine learning preparing you to successfully build and deploy powerful ML systems.Purchase of the print book includes a free eBook in PDF Kindle and ePub formats from Manning Publications.About the TechnologyMachine learning systems help you find valuable insights and patterns in data which you'd never recognize with traditional methods. In the real world ML techniques give you a way to identify trends forecast behavior and make fact-based recommendations. It's a hot and growing field and up-to-speed ML developers are in demand.About the BookReal-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python you'll build skills in data acquisition and modeling classification and regression. You'll also explore the most important tasks like model validation optimization scalability and real-time streaming. When you're done you'll be ready to successfully build deploy and maintain your own powerful ML systems.What's InsidePredicting future behaviorPerformance evaluation and optimizationAnalyzing sentiment and making recommendationsAbout the ReaderNo prior machine learning experience assumed. Readers should know Python.About the AuthorsHenrik Brink Joseph Richards and Mark Fetherolf are experienced data scientists engaged in the daily practice of machine learning.Table of ContentsTHE MACHINE-LEARNING WORKFLOWWhat is machine learning?Real-world dataModeling and predictionModel evaluation and optimizationBasic feature engineeringPRACTICAL APPLICATIONExample: NYC taxi dataAdvanced feature engineeringAdvanced NLP example: movie review sentimentScaling machine-learning workflowsExample: digital display advertising
language: English
title: Real-World Machine Learning
publisher: Manning Publications Co.