Machine Learning | Prakash Publications | MGU BCA (Honours) | Semester 5

Machine Learning by Prakash Publications is a comprehensive textbook designed for MGU BCA (Honours) Semester 5 students studying under the latest MG University syllabus. This updated edition introduces the fundamental concepts and practical applications of machine learning, one of the most important fields in modern computer science and artificial intelligence. The book covers supervised learning, unsupervised learning, classification algorithms, regression models, clustering techniques, data p…

Machine Learning by Prakash Publications is a comprehensive textbook designed for MGU BCA (Honours) Semester 5 students studying under the latest MG University syllabus. This updated edition introduces the fundamental concepts and practical applications of machine learning, one of the most important fields in modern computer science and artificial intelligence. The book covers supervised learning, unsupervised learning, classification algorithms, regression models, clustering techniques, data preprocessing, feature selection, model evaluation, and real-world machine learning applications. Written in a simple and student-friendly style, it includes chapter-wise explanations, diagrams, solved examples, practical illustrations, and exam-oriented questions. Prepared according to the new BCA curriculum, this book helps students build a strong foundation in machine learning, data-driven decision making, artificial intelligence, and predictive analytics. An essential resource for semester examinations, projects, and career development in emerging technologies. Course Code: MG5DSEBCA302