Feature engineering bookcamp
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 guides you through a collection...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Shelter Island, NY
Manning Publications Co.
[2022]
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| Ausgabe: | [First edition]. |
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| Online-Zugang: | lizenzpflichtig |
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| publisher | Manning Publications Co. |
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| spelling | Ozdemir, Sinan VerfasserIn aut Feature engineering bookcamp Sinan Ozdemir [First edition]. Shelter Island, NY Manning Publications Co. [2022] 1 online resource (272 pages) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes index 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 guides you through a collection of projects that give you hands-on practice with core feature engineering techniques. You'll work with feature engineering practices that speed up the time it takes to process data and deliver real improvements in your model's performance. This instantly-useful book skips the abstract mathematical theory and minutely-detailed formulas; instead you'll learn through interesting code-driven case studies, including tweet classification, COVID detection, recidivism prediction, stock price movement detection, and more. Machine learning Technique Apprentissage automatique ; Technique Machine learning ; Technique TUM01 ZDB-30-ORH TUM_PDA_ORH https://learning.oreilly.com/library/view/-/9781617299797/?ar X:ORHE Aggregator lizenzpflichtig Volltext |
| spellingShingle | Ozdemir, Sinan Feature engineering bookcamp Machine learning Technique Apprentissage automatique ; Technique Machine learning ; Technique |
| title | Feature engineering bookcamp |
| title_auth | Feature engineering bookcamp |
| title_exact_search | Feature engineering bookcamp |
| title_full | Feature engineering bookcamp Sinan Ozdemir |
| title_fullStr | Feature engineering bookcamp Sinan Ozdemir |
| title_full_unstemmed | Feature engineering bookcamp Sinan Ozdemir |
| title_short | Feature engineering bookcamp |
| title_sort | feature engineering bookcamp |
| topic | Machine learning Technique Apprentissage automatique ; Technique Machine learning ; Technique |
| topic_facet | Machine learning Technique Apprentissage automatique ; Technique Machine learning ; Technique |
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