{
"item_title" : "Simple Machine Learning Models Using R Programming",
"item_author" : [" Mohsen Nady "],
"item_description" : "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.",
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Overview
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.
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Details
- ISBN-13: 9781779569523
- ISBN-10: 1779569521
- Publisher: Arcler Press
- Publish Date: March 2026
- Page Count: 439
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