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Machine Learning Using Python_Manaranjan Pradhan and U Dinesh Kumar.pdf

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Manaranjan Pradhan U Dinesh Kumar| Manaranjan Pradhan U Dinesh Kumar|Machine Learning usingMachine Learning Python using Python Wiley India Pvt. Ltd. Customer Care +91 120 6291100 [email protected] www.wileyindia.com www.wiley.com ISBN 978-81-265-7990-7 This book is ??]?en to provide a strong founda?}v in Machine Learning using Python libraries by providing real-life case studies and examples. It covers topics such as Founda?}v? of Machine Learning, Introduc?on to Python, Descripve Analy?cs and Predic?ve Analy?cs. Advanced Machine Learning concepts such as decision tree learning, random forest, boos?ng, recommender systems, and text analy?cs are covered. The book takes a balanced approach between theore?al understanding and prac?cal applicaons. All the topics include real-world examples and provide step-by-step approach on how to explore, build, evaluate, and }??u]?e machine learning models. The book is enriched with more than 15 years of teaching experience of the authors at various programs at the Indian Ins????e of Management, Bangalore and various training programs conducted for leading corporates across industries. About the Book l Each topic includes real-world examples with a?en?on to theore?al aspects for be?er understanding. l Provides step-by-step approach to enable prac oners to prepare, explore datasets, and build machine learning models. l Topics covered range from basic sta???cs and probability dis??]??}v? to advanced topics of machine learning such as regression, classifica?}vU clustering, forecas?vP, recommender systems, and text analy?cs. Key Features Visit h?ps://www.wileyindia.com/catalog/product/view/id/6915/s/machine-learning-using-python/ for l Datasets for readers to prac?ce. l Codes for all Python examples to provide quick start to the readers and help teachers planning to teach machine learning. 9788126579907 15.5mm Machine Learning using Python Dr. R. V
Machine Learning Using Python_Manaranjan Pradhan and U Dinesh Kumar.pdf