Feature Engineering Bookcamp

Download or read book Feature Engineering Bookcamp written by Sinan Ozdemir and published by Simon and Schuster. This book was released on 2022-10-04 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book's practical case-studies reveal feature engineering techniques that upgrade your data wrangling--and your ML results. Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book's practical case-studies reveal feature engineering techniques that upgrade your data wrangling--and your ML results. Feature Engineering Bookcamp delivers hands-on experience with important techniques for optimizing your training data. As you practice your skills in cleaning and transforming data, working with unstructured image and text data, and implementing bias mitigation, you'll quickly see improvements in your end results. You'll learn by exploring real-world scenarios from different domains, including healthcare, finance, and natural language processing. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.