Manaranjan Pradhan U Dinesh Kumar|
Manaranjan Pradhan U Dinesh Kumar|Machine Learning
usingMachine Learning Python
using Python
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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, Descrip ve 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 applica ons. 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