{"product_id":"data-classification-and-incremental-clustering-in-data-mining-and-machine-learning-paperback","title":"Data Classification and Incremental Clustering in Data Mining and Machine Learning - Paperback","description":"\u003cp\u003eby \u003cb\u003eSanjay Chakraborty\u003c\/b\u003e (Author), \u003cb\u003eSk Hafizul Islam\u003c\/b\u003e (Author), \u003cb\u003eDebabrata Samanta\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eThis book is a comprehensive, hands-on guide to the basics of data mining and machine learning with a special emphasis on supervised and unsupervised learning methods. The book lays stress on the new ways of thinking needed to master in machine learning based on the Python, R, and Java programming platforms. This book first provides an understanding of data mining, machine learning and their applications, giving special attention to classification and clustering techniques. The authors offer a discussion on data mining and machine learning techniques with case studies and examples. The book also describes the hands-on coding examples of some well-known supervised and unsupervised learning techniques using three different and popular coding platforms: R, Python, and Java. This book explains some of the most popular classification techniques (K-NN, Naïve Bayes, Decision tree, Random forest, Support vector machine etc, ) along with the basic description of artificial neural network and deep neural network. The book is useful for professionals, students studying data mining and machine learning, and researchers in supervised and unsupervised learning techniques.\u003c\/p\u003e\u003ch3\u003eBack Jacket\u003c\/h3\u003e\u003cp\u003eThis book is a comprehensive, hands-on guide to the basics of data mining and machine learning with a special emphasis on supervised and unsupervised learning methods. The book lays stress on the new ways of thinking needed to master machine learning based on the Python, R, and Java programming platforms. This book first provides an understanding of data mining, machine learning and their applications, giving special attention to classification and clustering techniques. The authors offer a discussion on data mining and machine learning techniques with case studies and examples. The book also describes the hands-on coding examples of some well-known supervised and unsupervised learning techniques using three different and popular coding platforms: R, Python, and Java. This book explains some of the most popular classification techniques (K-NN, Naïve Bayes, Decision tree, Random forest, Support vector machine etc, ) along with the basic description of artificial neural network and deep neural network. The book is useful for professionals, students studying data mining and machine learning, and researchers in supervised and unsupervised learning techniques.\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eProvides a comprehensive review of various data mining techniques and architecture, primarily focusing on supervised and unsupervised learning\u003c\/li\u003e\n\u003cli\u003ePresents hands-on coding examples using three popular coding platforms: R, Python, and Java\u003c\/li\u003e\n\u003cli\u003eIncludes case-studies, examples, practice problems, questions, and solutions for students and professionals, focusing on machine learning and data science\u003c\/li\u003e\n\u003c\/ul\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 196\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.46 x 9.21 x 6.14 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e May 12, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42721297989695,"sku":"9783030930905","price":174.94,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/f7d9ea18614d7c7c0d9c3948c3e92d80.webp?v=1765091866","url":"https:\/\/dhlswag.com\/products\/data-classification-and-incremental-clustering-in-data-mining-and-machine-learning-paperback","provider":"BBB","version":"1.0","type":"link"}