R for Data Science

Name: R for Data Science
Brand: KS OmniScriptum Publishing
SKU: 9786209540547
Price: 72.91 EUR
Availability: InStock

Implementing Machine Learning Models

Автор: Olaoluwa S. Yaya, Mary M. Adepoju

Език:

Корици: С меки корици

Издател: KS OmniScriptum Publishing

Наличност: Външен склад

Изпращаме след 8-11 дни

72.91 € 142.59 лв

Unlock the power of machine learning in R with R for Data Science: Implementing Machine Learning Mod...

Информация за книгата

Автор

Olaoluwa S. Yaya, Mary M. Adepoju

Език

Английски език

Корици

Книга - С меки корици

Издадена

2026

страници

164

EAN

9786209540547

ISBN

6209540546

Enbook ID

51459391

Издател

KS OmniScriptum Publishing

Теглоt

230

Размери

152 x 229 x 10

Пълно описание

Unlock the power of machine learning in R with R for Data Science: Implementing Machine Learning Models. This comprehensive guide equips data scientists, analysts, and R enthusiasts with the practical skills needed to build, evaluate, and deploy advanced machine learning solutions across domains. Covering both fundamental and advanced topics, this book blends theory, hands-on examples, and real-world workflows to empower readers to harness R's full capabilities.Learn how to:• Preprocess, clean, and transform data for robust analysis.• Build predictive models with regression, classification, and time series techniques.• Apply natural language processing and text analytics to extract insights from unstructured data.• Explore clustering, dimensionality reduction, and anomaly detection in unsupervised learning.• Optimize models through hyperparameter tuning, ensemble methods, and stacking strategies.• Develop reproducible workflows, pipelines, and deployment-ready solutions in R.

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