Identifies some of the current applications and techniques of artificial intelligence as an aid to solving problems and accomplishing tasks. The book provides a general introduction to the various branches of AI, including formal logic, reasoning, knowledge engineering, expert systems, neural networks, and fuzzy logic.
This book lends insight into solving some well-known AI problems using the most efficient methods by humans and computers. This book is intended as a companion to any course in computer science or mathematics where there are interesting problems to solve.
Designed as a self-teaching introduction to the fundamental concepts of artificial intelligence, this book begins with its history, the Turing test, and early applications. Later chapters cover the basics of searching, game playing, and knowledge representation. Expert systems and machine learning are also covered in detail.
Artificial Intelligence is a quickly changing field that has gone from theory and promise to delivery and practice in a meteoric way in recent years. This title provides a comprehensive and accessible presentation of AI without sacrificing theoretical foundations.
This third edition provides a comprehensive, colorful, up-to-date, and accessible presentation of AI without sacrificing theoretical foundations. It includes numerous examples, applications, full color images, and human interest boxes to enhance student interest. New chapters on deep learning, robotics and machine learning are included. Advanced ......
This book begins with an introduction to AI, followed by machine learning, deep learning, NLP, and reinforcement learning. Readers will learn about machine learning classifiers such as logistic regression, k-NN, decision trees, random forests, and SVMs. Next, the book covers deep learning architectures such as CNNs, RNNs, LSTMs, and auto encoders. ......
Asthma is a very serious, widespread, and growing problem in the U.S. Asthma affects over 24 million Americans, and its prevalence has increased 12% in the last decade. This book describes all the essential features of asthma for the general public in an engaging and stimulating manner using the principles of health literacy.
This book provides new and seasoned users with step-by-step
procedures on creating and modifying 3D models, working with
cameras and lights, assigning materials to objects,
rendering, and printing. Unlike many AutoCAD competitors, it
uses "mixed units"- inches, meters, feet, kilometers, etc.,
to illustrate the myriad tools for this popular ......
Covers only the basics and uses 'mixed units' - inches, meters, feet, kilometers, and more to illustrate the myriad drawing and editing tools for this popular application. This title includes 50 exercises or 'mini-workshops,' that complete small projects from concept through actual plotting.
