{"product_id":"9781119791782","title":"Data Mining and Machine Learning Applications","description":"\u003ch1\u003eData Mining and Machine Learning Applications\u003c\/h1\u003e\u003ch3\u003eRohit Raja | Kapil Kumar Nagwanshi | Sandeep Kumar | K. Ramya Laxmi\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Data Science \/ Data Warehousing\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cb\u003eDATA MINING AND MACHINE LEARNING APPLICATIONS\u003c\/b\u003e \u003cp\u003e\u003cb\u003eThe book elaborates in detail on the current needs of data mining and machine learning and promotes mutual understanding among research in different disciplines, thus facilitating research development and collaboration.\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eData, the latest currency of today’s world, is the new gold. In this new form of gold, the most beautiful jewels are data analytics and machine learning. Data mining and machine learning are considered interdisciplinary fields. Data mining is a subset of data analytics and machine learning involves the use of algorithms that automatically improve through experience based on data. \u003c\/p\u003e\n\u003cp\u003eMassive datasets can be classified and clustered to obtain accurate results. The most common technologies used include classification and clustering methods. Accuracy and error rates are calculated for regression and classification and clustering to find actual results through algorithms like support vector machines and neural networks with forward and backward propagation. Applications include fraud detection, image processing, medical diagnosis, weather prediction, e-commerce and so forth. \u003c\/p\u003e\n\u003cp\u003eThe book features:  \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eA review of the state-of-the-art in data mining and machine learning,\u003c\/li\u003e \u003cli\u003eA review and description of the learning methods in human-computer interaction,\u003c\/li\u003e \u003cli\u003eImplementation strategies and future research directions used to meet the design and application requirements of several modern and real-time applications for a long time,\u003c\/li\u003e \u003cli\u003eThe scope and implementation of a majority of data mining and machine learning strategies.\u003c\/li\u003e \u003cli\u003eA discussion of real-time problems.\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cb\u003eAudience \u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eIndustry and academic researchers, scientists, and engineers in information technology, data science and machine and deep learning, as well as artificial intelligence more broadly.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e \u003cp\u003e\u003cb\u003e Rohit Raja, PhD\u003c\/b\u003e is an associate professor in the IT Department, Guru Ghasidas Vishwavidyalaya, Bilaspur (CG), India. He has published more than 80 research papers in peer-reviewed journals as well as 9 patents. \u003c\/p\u003e \u003cp\u003e\u003cb\u003e Kapil Kumar Nagwanshi, PhD\u003c\/b\u003e is an associate professor at Mukesh Patel School of Technology Management \u0026amp; Engineering, Shirpur Campus, SVKM’s Narsee Monjee Institute of Management Studies Mumbai, India.  \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e Sandeep Kumar, PhD\u003c\/b\u003e is a professor in the Department of Electronics \u0026amp; Communication Engineering, Sreyas Institute of Engineering \u0026amp; Technology, Hyderabad, India. His area of research includes embedded systems, image processing, and biometrics. He has published more than 60 research papers in peer-reviewed journals as well as 6 patents.  \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e K. Ramya Laxmi, PhD\u003c\/b\u003e is an associate professor in the CSE Department at the Sreyas Institute of Engineering and Technology, Hyderabad. Her research interest covers the fields of data mining and image processing.  \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e02 March 2022\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley-Scrivener\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781119791782\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e496\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e16.0\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44379015086220,"sku":"9781119791782","price":229.46,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781119791782.jpg?v=1780205545","url":"https:\/\/lateknightbooks.com\/products\/9781119791782","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}