Könyv R for Data Science Olaoluwa S. Yaya

R for Data Science

Implementing Machine Learning Models

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
26 864 Ft
Unlock the power of machine learning in R with R for Data Science: Implementing Machine Learning Mod...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2026
oldal
164
EAN
9786209540547
ISBN
6209540546
Enbook ID
51459391
Súly
230
Méretek
152 x 229 x 10

Teljes leírás

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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