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Machine learning By Saikat Dutt, Subramanian Chandramouli & Amit Kumar Das.

By: Material type: TextTextPublication details: Uttarpradesh: Pearson India Education services, c2019.Edition: 1Description: 428PISBN:
  • 9789353066697
DDC classification:
  • 006.31 DUT-M
Contents:
1 Introduction to Machine Learning2 Preparing to Model3 Modelling and Evaluation4 Basics of Feature Engineering 5 Brief Overview of Probability6 B ayesian Concept Learning7 Super vised Learning: Classification8 Super vised Learning: Regression9 Unsupervised Learning10 Basics of Neural Network11 Other Types of Learning
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Item type Current library Home library Call number Status Date due Barcode
Book Book Dept. of Computational Biology and Bioinformatics Processing Center Dept. of Computational Biology and Bioinformatics 006.31 DUT-M (Browse shelf(Opens below)) Available DCB3973

Machine Learning Features ll Hands-on implementation of machine learning in R and Python ll In-depth treatment of supervised and unsupervised learning ll Examples that showcase the use of machine learning in the industry ll 400+ sample questions and 3 full-length sample exam papers MARKET Undergraduate Students of Computer Science

1 Introduction to Machine Learning2 Preparing to Model3 Modelling and Evaluation4 Basics of Feature Engineering 5 Brief Overview of Probability6 B ayesian Concept Learning7 Super vised Learning: Classification8 Super vised Learning: Regression9 Unsupervised Learning10 Basics of Neural Network11 Other Types of Learning

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