Artificial Intelligence and Machine Learning - Barbudhe, Vishwajit K.;Zanjat, Shraddha N.;Karmore, Bhavana S.
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This book offers a detailed exploration of Artificial Intelligence (AI) and Machine Learning (ML), presenting the foundational principles that define these rapidly evolving fields. It covers essential AI concepts such as neural networks, natural language processing, robotics, and expert systems, while providing a deep dive into various machine learning techniques, including supervised, unsupervised, and reinforcement learning.Beginning with the history and development of AI, the book explains core techniques such as search algorithms, knowledge representation, and decision-making processes.…mehr

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Produktbeschreibung
This book offers a detailed exploration of Artificial Intelligence (AI) and Machine Learning (ML), presenting the foundational principles that define these rapidly evolving fields. It covers essential AI concepts such as neural networks, natural language processing, robotics, and expert systems, while providing a deep dive into various machine learning techniques, including supervised, unsupervised, and reinforcement learning.Beginning with the history and development of AI, the book explains core techniques such as search algorithms, knowledge representation, and decision-making processes. Moving to ML, it introduces modern learning algorithms, classification techniques, and models like decision trees, support vector machines, and neural networks. Advanced topics such as deep learning, convolutional networks, and recurrent neural networks are also covered.Additionally, the book discusses the ethical implications of AI and ML, challenges in development, and their transformative impact across different sectors, from healthcare to finance.
Autorenporträt
Prof. V. K. Barbudhe is a Professor in the Artificial Intelligence and Data Science Department at Sandip Institute of Technology and Research Center (SITRC), Nashik. With over 14 years of experience, he has published more than 50 papers in international journals and has served as an international expert at various conferences.