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Feature Engineering Bookcamp Sinan Ozdemir
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Feature Engineering Bookcamp
Sinan Ozdemir
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.
300 pages
| Mídia | Livros Paperback Book (Livro de capa flexível e brochura) |
| Lançado | 15 de novembro de 2022 |
| ISBN13 | 9781617299797 |
| Editoras | Manning Publications |
| Páginas | 300 |
| Dimensões | 234 × 187 × 25 mm · 492 g |
| Idioma | Inglês |
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