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Rohan Banerjee
Mastering Machine Learning Through Questions and Answers: Essential concepts, theory, models, and practical examples
Mastering Machine Learning Through Questions and Answers: Essential concepts, theory, models, and practical examples
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- More about Mastering Machine Learning Through Questions and Answers: Essential concepts, theory, models, and practical examples
This book provides a structured and intuitive learning experience through a Q&A format. It begins with foundational machine learning concepts, followed by detailed coverage of supervised and unsupervised learning techniques. The book explores key algorithms such as logistic regression, support vector machines (SVM), decision trees, and ensemble methods. It then progresses to advanced topics, including neural networks, dimensionality reduction, and modern trends like large language models (LLMs). Dedicated chapters on practical implementation using Python libraries, real-world applications, and interview-focused questions ensure a well-rounded understanding of both theory and practice.
- Publication date: 17 April 2026
- Page count: 354
- Publisher: BPB Publications
- Format: Paperback
- ISBN-13: 9789378544545
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