Fundamentals Of Artificial Intelligence Problem Solving And Automated Reasoning

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Fundamentals of Artificial Intelligence: Problem Solving and Automated Reasoning

Author: Miroslav Kubat
language: en
Publisher: McGraw Hill Professional
Release Date: 2023-02-17
A hands-on introduction to the principles and practices of modern artificial intelligence This comprehensive textbook focuses on the core techniques and processes underlying today’s artificial intelligence, including algorithms, data structures, logic, automated reasoning, and problem solving. The book contains information about planning and about expert systems. Fundamentals of Artificial Intelligence: Problem Solving and Automated Reasoning is written in a concise format with a view to optimizing learning. Each chapter contains a brief historical overview, control questions to reinforce important concepts, plus computer assignments and ideas for independent thought. The book includes many visuals to illustrate the essential ideas and many examples to show how to use these ideas in practical implementations. Presented in a concise format to optimize learning Includes historical overviews, summaries, exercises, thought experiments, and computer assignments Written by a recognized artificial intelligence expert and experienced author
Fundamentals of Artificial Intelligence

Fundamentals of Artificial Intelligence introduces the foundations of present day AI and provides coverage to recent developments in AI such as Constraint Satisfaction Problems, Adversarial Search and Game Theory, Statistical Learning Theory, Automated Planning, Intelligent Agents, Information Retrieval, Natural Language & Speech Processing, and Machine Vision. The book features a wealth of examples and illustrations, and practical approaches along with the theoretical concepts. It covers all major areas of AI in the domain of recent developments. The book is intended primarily for students who major in computer science at undergraduate and graduate level but will also be of interest as a foundation to researchers in the area of AI.
FUNDAMENTALS OF MACHINE LEARNING CONCEPTS

Author: Mr. Rajesh Saturi
language: en
Publisher: SK Research Group of Companies
Release Date: 2023-02-23
Mr. Rajesh Saturi, Assistant Professor, Vignana Bharathi Institute of Technology, Aushapur, Medchal District, Telangana, India. Dr. Naramula Venkatesh, Assistant Professor, SR University, Ananthasagar, Warangal, Telangana, India. Dr. Nandam Gayatri, Assistant Professor, KITSW, Yerragattu Gutta, Hasanparthy, Warangal, Telangana, India. Mrs. Swapna Saturi, Assistant Professor, KITS Warangal, Hanamkonda, Warangal, Telangana, India. Mr. Hanumantha Rao, Assistant Professor, Vignana Bharathi Institute of Technology, Aushapur, Medchal District, Telangana, India.