Artículos relacionados a Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning - Tapa blanda

Barbudhe, Vishwajit K.; Zanjat, Shraddha N.; Karmore, Bhavana S.

 
9786208118433: Artificial Intelligence and Machine Learning
Tapa blanda
ISBN 10: 6208118433 ISBN 13: 9786208118433
Editorial: LAP LAMBERT Academic Publishing, 2024

Sinopsis

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.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2024
Idioma
Inglés
ISBN 10 
6208118433
ISBN 13 
9786208118433
Encuadernación
Tapa blanda
Número de páginas
84
Contacto del fabricante
no disponible
Persona responsable
no disponible