MACHINE LEARNING : A PRACTITIONER'S APPROACH
A PRACTITIONER'S APPROACH
by CHANDRA S.S., VINOD and HAREENDRAN S., ANAND
Description
The present book is primarily intended for undergraduate and postgraduate students of computer science and engineering, information technology, and electrical and electronics engineering. It bridges the gaps in knowledge of the seemingly difficult areas of machine learning and nature inspired computing. The text is written in a highly interactive manner, which satisfies the learning curiosity of any reader. Content of the text has been diligently organized to offer seamless learning experience. The text begins with introduction to machine learning, which is followed by explanation of different aspects of machine learning. Various supervised, unsupervised, reinforced and nature inspired learning techniques are included in the text book with numerous examples and case studies. Different aspects of new machine learning and nature inspired learning algorithms are explained in-depth. The well-explained algorithms and pseudo codes for each topic make this book useful for students. The book also throws light on areas like prediction and classification systems.
Key Features
Day to day examples and pictorial representations for deeper understanding of the subject
Helps readers easily create programs/applications
Research oriented approach
Case studies and worked-out examples for each machine learning algorithm than any other book
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More Information
PHI Learning Pvt. Ltd.
Leading Indian academic publisher with 58 years' experience in higher education textbooks in print and digital format.
View all titlesBibliographic Information
- Publisher/Imprint PHI Learning Pvt. Ltd. / Eastern Economy Editions
- Orginal LanguageEnglish
- ISBN/Identifier 9789389347463
- Publication Country or regionIndia
- Primary Price 795 INR
- Pages600
- Publish StatusPublished
- Original Language TitleEnglish
- Original Language AuthorsEnglish
- Copyright Year2021
- Page size17.8 × 23.5 cm (17.8 × 23.5) cm
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