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Feature Engineering | Prakash Publications | MGU BCA (Honours) | Semester 3

Feature Engineering

by Dr. Jeeva Jose

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About This Book

Feature Engineering, published by Prakash Publications, is a comprehensive textbook designed for MGU BCA (Honours) Semester 3 students. This latest edition introduces students to the essential concepts and practical applications of feature engineering in data analytics and machine learning. The book covers data preprocessing, feature selection, feature extraction, data transformation, dimensionality reduction, handling missing values, encoding techniques, and optimization methods used to improv…

Feature Engineering, published by Prakash Publications, is a comprehensive textbook designed for MGU BCA (Honours) Semester 3 students. This latest edition introduces students to the essential concepts and practical applications of feature engineering in data analytics and machine learning. The book covers data preprocessing, feature selection, feature extraction, data transformation, dimensionality reduction, handling missing values, encoding techniques, and optimization methods used to improve predictive model performance. Prepared according to the latest MG University syllabus, the content is presented in a simple, student-friendly, and exam-oriented format with examples, illustrations, and chapter-wise questions. It is an ideal academic resource for semester examinations and developing foundational skills in data science and machine learning. Course Code: MG3DSE BCA 201

Product Details

Publisher
Prakash Publications
Published
2026
Languages
English
Pages
122
ISBN-13
9788198840080
Format
Paperback

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