Simple Machine Learning Models using R Programming

Mohsen Nady

• Publisher: Arcler Press
• eBook ISBN:
  9781834413501
• Year: 2026

Machine learning simplifies complex decision-making by enabling computers to learn patterns from data. R programming offers an accessible and flexible environment for implementing machine learning algorithms. Simple Machine Learning Models using R Programming introduces foundational models like linear regression, decision trees, clustering, and classification. It emphasizes hands-on learning through examples and step-by-step R implementations. Readers gain practical skills in data analysis, model evaluation, and performance optimization. The book bridges theoretical understanding with real-world applications, serving as a beginner-friendly guide for data enthusiasts and professionals.

Table of contents

• Cover
• Title Page
• Copyright
• About the Author
• Table of Contents
• List of Figures
• Preface
• Chapter 1: Introduction to Cold-Climate Farming
• Chapter 2: Understanding Cold-Climate Ecology
• Chapter 3: Soil Management in Cold Regions
• Chapter 4: Cold-Hardy Crops and Varietal Breeding
• Chapter 5: Indoor Farming and Controlled Environments
• Chapter 6: Irrigation in Sub-Freezing Conditions
• Chapter 7: Energy Management and Renewable Solutions
• Chapter 8: Winter Pests and Diseases
• Chapter 9: Long-Term Crop Storage Strategies
• Chapter 10: Cold-Climate Farm Economics
• Index
• Back Cover