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Machine Learning, 1/e


Machine Learning, 1/e
Author(s)  Saikat Dutt and Subramanian Chandramouli
ISBN  9789353066697
Imprint  Pearson Education
Copyright  2019
Pages  456
Binding  Paperback
List Price  Rs. 685.00
  
 
 

 Machine Learning introduces readers to the area of machine learning in an extremely easy to read and understand manner. Through numerous worked-out problems, diagrams and notes, the text makes this challenging subject easy to assimilate. The text starts with a simple introduction to the concepts of machine learning and expands it by delving into the details of different learning algorithms by using sample caselets. The authors, by virtue of their long exposure to industry implementations, have designed the topics so that readers will earn industry-readiness by just reading this text.

  • About the Authors
  • Contents
  • Features
  • Downloadable Resources

Saikat Dutt


Director


Cognizant Technology Solutions


Subramanian Chandramouli


Associate Director


Cognizant Technology Solutions


Amit Kumar Das


Assistant Professor


Institute of Engineering & Management"
 

 1 Introduction to Machine Learning


2 Preparing to Model


3 Modelling and Evaluation


4 Basics of Feature Engineering


5 Brief Overview of Probability


6 B ayesian Concept Learning


7 Super vised Learning: Classification


8 Super vised Learning: Regression


9 Unsupervised Learning


10 Basics of Neural Network


11 Other Types of Learning"

 

1. Hands-on implementation of machine learning in R and Python


2. In-depth treatment of supervised and unsupervised learning


3. Examples that showcase the use of machine learning in the industry


4. 400+ sample questions and 3 full-length sample exam papers 

 
 
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