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Parametre
- 600 stránok
- 21 hodin čítania
Viac o knihe
A comprehensive guide to the principles and practices of building robust predictive models. Tailored for practitioners and data scientists, the book blends theoretical foundations with practical applications across various domains, including healthcare, finance, and marketing. Covering essential topics such as data preprocessing, feature engineering, model evaluation, and advanced machine learning techniques, the book emphasizes real-world problem-solving with clear examples and R code implementations. This resource is indispensable for anyone aiming to master predictive analytics and develop models that drive actionable insights.
Nákup knihy
Applied Predictive Modeling, Max Kuhn, Kjell Johnson
- Jazyk
- Rok vydania
- 2013
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- Titul
- Applied Predictive Modeling
- Jazyk
- anglicky
- Autori
- Max Kuhn, Kjell Johnson
- Vydavateľ
- Springer New York
- Rok vydania
- 2013
- Väzba
- pevná
- Počet strán
- 600
- ISBN10
- 1461468485
- ISBN13
- 9781461468486
- Série
- Štítky
- Náučná literatúra, Učebnice, Technológie & Priemysel, Príručky a návody, Počítače & Internet, Technológia, Učebnice matematiky, Umelá inteligencia
- Hodnotenie
- 4,4 z 5
- Anotácia
- A comprehensive guide to the principles and practices of building robust predictive models. Tailored for practitioners and data scientists, the book blends theoretical foundations with practical applications across various domains, including healthcare, finance, and marketing. Covering essential topics such as data preprocessing, feature engineering, model evaluation, and advanced machine learning techniques, the book emphasizes real-world problem-solving with clear examples and R code implementations. This resource is indispensable for anyone aiming to master predictive analytics and develop models that drive actionable insights.