Machine Learning Algorithms Using Python Programming

Machine Learning Algorithms Using Python Programming
by: Prateek Dutta Gopal Sakarkar,Gaurav Patil
Publisher finelybook 出版社: Nova Science Pub Inc (June 10,2021)
Language 语言: English
Print length 页数: 170 pages
ISBN-10: 153619512X
ISBN-13: 9781536195125
Book Description
The machine learning field is concerned with the question of how to create computer programs that automatically improve information. In recent years,many successful electronic learning applications have been made,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 past experience. The goal of this textbook is to present the key concepts of Machine Learning which includes 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. 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. The book concentrates on the important ideas in machine learning.