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Machine Learning: Master Supervised and Unsupervised Learning Algorithms with Real Examples (English Edition) - Softcover

 
9789391392352: Machine Learning: Master Supervised and Unsupervised Learning Algorithms with Real Examples (English Edition)
  • PublisherBPB Publications
  • Publication date2021
  • ISBN 10 9391392350
  • ISBN 13 9789391392352
  • BindingPaperback
  • LanguageEnglish
  • Number of pages294

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Kamalkant Hiran, Ruchi Doshi, Ritesh Kumar Jain and Kamlesh Lakhwani
Published by BPB Publications, 2021
ISBN 10: 9391392350 ISBN 13: 9789391392352
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Seller: Vedams eBooks (P) Ltd, New Delhi, India

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Soft cover. Condition: New. Concepts of Machine Learning with Practical Approaches. KEY FEATURES Includes real-scenario examples to explain the working of Machine Learning algorithms. Includes graphical and statistical representation to simplify modeling Machine Learning and Neural Networks. Full of Python codes, numerous exercises, and model question papers for data science students. DESCRIPTION The book offers the readers the fundamental concepts of Machine Learning techniques in a user-friendly language. The book aims to give in-depth knowledge of the different Machine Learning (ML) algorithms and the practical implementation of the various ML approaches. This book covers different Supervised Machine Learning algorithms such as Linear Regression Model, Naïve Bayes classifier Decision Tree, K-nearest neighbor, Logistic Regression, Support Vector Machine, Random forest algorithms, Unsupervised Machine Learning algorithms such as k-means clustering, Hierarchical Clustering, Probabilistic clustering, Association rule mining, Apriori Algorithm, f-p growth algorithm, Gaussian mixture model and Reinforcement Learning algorithm such as Markov Decision Process (MDP), Bellman equations, policy evaluation using Monte Carlo, Policy iteration and Value iteration, Q-Learning, State-Action-Reward-State-Action (SARSA). It also includes various feature extraction and feature selection techniques, the Recommender System, and a brief overview of Deep Learning. By the end of this book, the reader can understand Machine Learning concepts and easily implement various ML algorithms to real-world problems. Seller Inventory # 143106

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Doshi, Dr Ruchi; Hiran, Dr Kamal Kant; Jain, Ritesh Kumar; Lakhwani, Dr Kamlesh
Published by BPB Publications, 2021
ISBN 10: 9391392350 ISBN 13: 9789391392352
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Seller: Lucky's Textbooks, Dallas, TX, U.S.A.

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Condition: New. Seller Inventory # ABLING22Oct2018170269179

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Dr Kamal Kant Hiran, Ruchi Doshi
Published by Bpb Publications 9/16/2021, 2021
ISBN 10: 9391392350 ISBN 13: 9789391392352
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Seller: BargainBookStores, Grand Rapids, MI, U.S.A.

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Paperback or Softback. Condition: New. Machine Learning: Master Supervised and Unsupervised Learning Algorithms with Real Examples 1.13. Book. Seller Inventory # BBS-9789391392352

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Doshi, Ruchi|Hiran, Kamal Kant|Jain, Ritesh
Published by BPB Publications, 2021
ISBN 10: 9391392350 ISBN 13: 9789391392352
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Seller: moluna, Greven, Germany

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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. KlappentextrnrnDESCRIPTION nThe book offers the readers the fundamental concepts of Machine Learning techniques in a user-friendly language. The book aims to give in-depth knowledge of the different Machine Learning (ML) algorithms and the pract. Seller Inventory # 524962356

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