Applied Machine Learning / M. Gopal
Material type:
TextPublication details: Chennai McGraw Hill Education (India) Pvt. Ltd. 2018Description: xix, 630p. : ill. ; 24cmISBN: - 9789353160258
- 23rd 006.31 GOP
| Item type | Current library | Collection | Call number | Status | Notes | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|
| Reference Book | VIT-AP General Stacks | Reference | 006.31 GOP (Browse shelf(Opens below)) | Not For Loan (Restricted Access) | CSE | 012424 |
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| 006.31 DUT Machine Learning / | 006.31 FLA Machine Learning : The Art and Science of Algorithms that Make Sense of Data / | 006.31 GOL Genetic Algorithms in Search, Optimization, and Machine Learning / | 006.31 GOP Applied Machine Learning / | 006.31 MIT Machine Learning / | 006.31 SHA Understanding Machine Learning : From Theory to Algorithms / | 006.312 Practical Data Science with R |
It includes problems, references and index pages
This text covers all the fundamentals and presents basic theoretical concepts and a wide range of techniques (algorithms) applicable to challenges in our day-to-day lives. The book recognizes that most of the ideas behind machine learning are simple and straightforward. It provides a platform for hands-on experience through self-study machine learning projects. Datasets for some benchmark applications have been explained to encourage the use of algorithms covered in this book.
This is a comprehensive text book on machine learning for undergraduates in computer science and all engineering degree programs. Post graduates and research scholars will find it a useful initial exposure to the subject, before they go for highly theoretical depth in the specific areas of their research. For engineers, scientists, business managers and other practitioners, the book will help build the foundations of machine learning.
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