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MACHINE LEARNING FOR BEGINNERS
By Mr. Soumya Bhattacharyya, Mr. Pallav Dutta, Mr. Ankesh Samanta
200.00
| SKU Code | Book2302212C |
| ISBN | 9789374246498 |
| Pages | 121 |
| Language | English |
| Genre | Textbooks |
| Book Size | 5*8 |
Synopsis
"Machine Learning for Beginners is an introductory book that explains the core concepts of
machine learning in a simple and structured manner. It is suitable for undergraduate students,
self-learners, and anyone interested in artificial intelligence. The book covers learning systems,
learning models, Version Spaces, PAC Learning, and VC Dimension. It introduces supervised
learning techniques such as Decision Trees, Neural Networks, Support Vector Machines, and
Classification and Regression Trees, along with unsupervised methods like clustering and
K-means. Advanced topics including Bagging, Random Forests, Boosting, AdaBoost, Gaussian
Mixture Models, and EM Algorithms are also discussed with practical examples and clear
explanations."
machine learning in a simple and structured manner. It is suitable for undergraduate students,
self-learners, and anyone interested in artificial intelligence. The book covers learning systems,
learning models, Version Spaces, PAC Learning, and VC Dimension. It introduces supervised
learning techniques such as Decision Trees, Neural Networks, Support Vector Machines, and
Classification and Regression Trees, along with unsupervised methods like clustering and
K-means. Advanced topics including Bagging, Random Forests, Boosting, AdaBoost, Gaussian
Mixture Models, and EM Algorithms are also discussed with practical examples and clear
explanations."
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