{"product_id":"machine-learning-foundation-algorithm-and-applications","title":"Machine Learning Foundation Algorithm and Applications","description":"\u003cp\u003eAuthor : Dr. Prachi Chhabra, Dr. Ujwala Thakur, Dr. Geeta, Ms. Lopamudra Mohanty\u003c\/p\u003e\n\u003cp\u003eMachine Learning: Foundations, Algorithms and Applications is a book that introduces the fundamental concepts of Machine Learning.\u003cbr\u003eIt explains how machines learn patterns from data and make predictions or decisions.\u003cbr\u003eThe book covers important learning approaches such as supervised, unsupervised, and reinforcement learning.\u003cbr\u003eIt discusses popular algorithms such as Linear Regression, Decision Trees, K-NN, SVM, and clustering.\u003cbr\u003eThe book also explains the mathematical and statistical foundations required for Machine Learning.\u003cbr\u003eIt provides an understanding of model training, testing, validation, and performance evaluation.\u003cbr\u003eDifferent techniques for improving model accuracy and avoiding overfitting are discussed.\u003cbr\u003eThe book connects theoretical concepts with practical Machine Learning applications.\u003cbr\u003eApplications may include classification, prediction, recommendation, image processing, and data analysis.\u003cbr\u003eOverall, it serves as a useful foundation for students and beginners who want to understand and apply Machine Learning.\u003c\/p\u003e","brand":"Evincepub Publishing","offers":[{"title":"Default Title","offer_id":48936197324939,"sku":"bookE4371P","price":449.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0696\/5320\/1035\/files\/1787137813.png?v=1787138598","url":"https:\/\/evincepubbooks.com\/products\/machine-learning-foundation-algorithm-and-applications","provider":"Evincepub Publishing","version":"1.0","type":"link"}