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Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn t

A practical guide for data scientists who want to improve the performance of any machine learning solution with feature engineering.

Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book’s practical case-studies reveal feature

The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the mode

Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if th