{"product_id":"fundamental-of-machine-learning-and-anisha-kumari-9789348642929","title":"Fundamental of Machine Learning and Deep Learning","description":"\u003cp\u003eMachine learning and deep learning have emerged as transformative forces, revolutionized industries and driving innovation across diverse domains such as healthcare, finance, and autonomous systems. Fundamentals of Machine Learning \u0026amp; Deep Learning offers a comprehensive and structured introduction to these dynamic fields, catering to both beginners and seasoned professionals seeking to deepen their expertise. The book begins by establishing a strong theoretical foundation with Bayesian Decision Theory and fundamental machine learning concepts, gradually progressing to advanced topics such as neural networks, ensemble learning, and deep learning applications. Each chapter strikes a balance between theoretical depth and practical implementation, ensuring readers can seamlessly connect concepts to real-world scenarios. Core topics, including classification and regression algorithms, component analysis, and clustering techniques, are presented with clarity and reinforced with illustrative examples. The advanced sections delve into cutting-edge areas such as deep learning optimization techniques, convolutional neural networks (CNNs), and hybrid models integrating supervised and unsupervised learning approaches. Whether you are a student, researcher, or industry professional, this book serves as a reliable guide to mastering both foundational principles and advanced methodologies in machine learning and deep learning. By the end, readers will have developed a solid grasp of the underlying principles and practical applications, ranging from traditional linear models to state-of-the-art deep neural networks. This holistic approach ensures not just conceptual understanding but also the ability to apply knowledge effectively in solving complex, real-world challenges. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Anisha Kumari,Ranjan Kumar Behera,Kirti Kumari\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9348642928\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789348642929\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Enclave\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/01\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 296\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.92lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.62d","brand":"Anisha Kumari","offers":[{"title":"Paperback","offer_id":47760838689023,"sku":"9789348642929","price":70.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_8127a314-3b7c-48f2-acd6-5bbb19ca36de.jpg?v=1765514265","url":"https:\/\/www.whiterainbookhouse.com\/products\/fundamental-of-machine-learning-and-anisha-kumari-9789348642929","provider":"WR Book House","version":"1.0","type":"link"}