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R for Data Science

Name: R for Data Science
Brand: KS OmniScriptum Publishing
SKU: 9786209540547
Price: 69.0 EUR
Availability: InStock

Implementing Machine Learning Models

Autor: Olaoluwa S. Yaya, Mary M. Adepoju

Jazyk:

Väzba: Brožovaná

Vydavateľ: KS OmniScriptum Publishing

Dostupnosť: Skladom u dodávateľa

Odosielame za 8-11 dní

69.00 €

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

Informácie o knihe

Autor

Olaoluwa S. Yaya, Mary M. Adepoju

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2026

Stránok

164

EAN

9786209540547

ISBN

6209540546

Enbook ID

51459391

Vydavateľ

KS OmniScriptum Publishing

Hmotnosť

230

Rozmery

152 x 229 x 10

Kompletný popis

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.