Artificial intelligence with examples on Python. Creation of artificial intelligence applications using Python for
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Artificial intelligence becomes an integral attribute of the modern world, controlled by technology and data. It is intensively used in areas such as search engines, images, robotics, unmanned vehicles, etc. This book explores various scenarios taken from real life. After reading it, you will know what artificial intelligence algorithms should be used in a particular context.
The author begins with the consideration of the general concepts of artificial intelligence, after which he proceeds to discuss more complex topics, such as maximum random forests, hidden Markov models, genetic algorithms, spange neural networks, etc. You will learn how to make reasonable decisions When choosing the necessary algorithms, as well as how to realize these algorithms in the Python language to achieve the best results. If you want to create multi -purpose applications for processing information contained in images, text, voice and other data, then this book will become a reliable help for you.
The main topics of the book:
Various methods of classification and regression of data
The concept of clustering and its application for automatic data segmentation
Creation of intellectual advisory systems
Logical programming and methods of its application
Construction of automated speech recognition systems
Fundamentals of heuristic search and genetic programming
Development of games using artificial intelligence
reinforcement training
Creation of intellectual applications related to the processing of images, text and consistent data
Deep learning algorithms and the creation of applications based on them
Praik Joshi is a specialist in artificial intelligence problems, the author of five books and a permanent speaker at TEDX conferences.
Founder of Pluto AI - a venture startup from a silicone valley engaged in the creation of an analytical platform for an intelligent water management system based on deep learning methods. Often publishes articles on artificial intelligence, programming in Python and applied mathematics. He graduated from the University of South California, having received a diploma of a specialist in the field of artificial intelligence. He worked in companies such as NVIDIA and Microsoft
The author begins with the consideration of the general concepts of artificial intelligence, after which he proceeds to discuss more complex topics, such as maximum random forests, hidden Markov models, genetic algorithms, spange neural networks, etc. You will learn how to make reasonable decisions When choosing the necessary algorithms, as well as how to realize these algorithms in the Python language to achieve the best results. If you want to create multi -purpose applications for processing information contained in images, text, voice and other data, then this book will become a reliable help for you.
The main topics of the book:
Various methods of classification and regression of data
The concept of clustering and its application for automatic data segmentation
Creation of intellectual advisory systems
Logical programming and methods of its application
Construction of automated speech recognition systems
Fundamentals of heuristic search and genetic programming
Development of games using artificial intelligence
reinforcement training
Creation of intellectual applications related to the processing of images, text and consistent data
Deep learning algorithms and the creation of applications based on them
Praik Joshi is a specialist in artificial intelligence problems, the author of five books and a permanent speaker at TEDX conferences.
Founder of Pluto AI - a venture startup from a silicone valley engaged in the creation of an analytical platform for an intelligent water management system based on deep learning methods. Often publishes articles on artificial intelligence, programming in Python and applied mathematics. He graduated from the University of South California, having received a diploma of a specialist in the field of artificial intelligence. He worked in companies such as NVIDIA and Microsoft
Author:
Author:Joshi Pramtik
Cover:
Cover:Soft
Category:
- Category:Computer & Technology
Publication language:
Publication Language:Russian
Paper:
Paper:Offset
ISBN:
ISBN:978-5-90714-41-8
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