Machine Learning Algorithms Using Python Programming

$95.00

Machine learning is programming computers to optimize a performance criterion using example data or experience.


Made In: United States (US)

Supplier: Nova Science Publishers SKU: ISBN: 978-1-53619-512-5 Categories: , , Tags: ,

Machine Learning Algorithms Using Python Programming

The machine learning field is concerned with how to create computer programs that automatically improve information. Many successful electronic learning applications have been made in recent years, from data mining systems that learn to detect fraudulent credit card transactions, filtering programs that learn user readings, to private cars that learn to drive on public highways. At the same time, there have been significant developments in the concepts and algorithms that form the basis for this field. Machine learning is programming computers to optimize a performance criterion using example data or experience.

This textbook aims to present the key concepts of Machine Learning, which include Python concepts and Interpreter, Foundation of Machine Learning, Data Pre-processing, Supervised Machine Learning, Unsupervised Machine Learning, Reinforcement Learning, Kernel Machine, Design and analysis of Machine Learning experiment and Data visualization. In addition, the theoretical concepts along with coding implementation are covered. This book aims to pursue a middle ground between a theoretical textbook and one that focuses on applications. Therefore, the book concentrates on the important ideas in machine learning.

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