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Machine Learning and AI with Simple Python and Matlab Scripts - (IEEE Press) by M Umit Uyar (Hardcover)

Name: Machine Learning and AI with Simple Python and Matlab Scripts - (IEEE Press) by M Umit Uyar (Hardcover)
Brand: Wiley-IEEE Press
SKU: 1012696819
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Details

Highlights

About the Author: M. Ümit Uyar is a Professor at the City College of the City University of New York, USA.
384 Pages
Computers, Artificial Intelligence
Series Name: IEEE Press

Description

About the Book

"Artificial intelligence is the simulation of human intelligence processes by machines, especially computer systems. Specific applications of AI include expert systems, natural language processing, speech recognition and machine vision"-- Provided by publisher.

From the Back Cover

A practical guide to AI applications for Simple Python and Matlab scripts

Machine Learning and AI with Simple Python and Matlab Scripts: Courseware for Non-computing Majors introduces basic concepts and principles of machine learning and artificial intelligence to help readers develop skills applicable to many popular topics in engineering and science. Step-by-step instructions for simple Python and Matlab scripts mimicking real-life applications will enter the readers into the magical world of AI, without requiring them to have advanced math and computational skills. The book is supported by instructor only lecture slides and sample exams with multiple-choice questions.

Machine Learning and AI with Simple Python and Matlab Scripts includes information on:

Artificial neural networks applied to real-world problems such as algorithmic trading of financial assets, Alzheimer's disease prognosis
Convolution neural networks for speech recognition and optical character recognition
Recurrent neural networks for chatbots and natural language translators
Typical AI tasks including flight control for autonomous drones, dietary menu planning, and route planning
Advanced AI tasks including particle swarm optimization and differential and grammatical evolution as well as the current state of the art in AI tools

Machine Learning and AI with Simple Python and Matlab Scripts is an accessible, thorough, and practical learning resource for undergraduate and graduate students in engineering and science programs along with professionals in related industries seeking to expand their skill sets.

About the Author

M. Ümit Uyar is a Professor at the City College of the City University of New York, USA. Dr. Uyar is an IEEE Fellow, author, co-author and co-editor of seven books, holder of seven U.S. patents, and developer of AI and game theory-based algorithms for applications in topology control in mobile networks and personalized cancer treatment.

Specifications

Dimensions (Overall): 10.0 Inches (H) x 7.0 Inches (W) x .88 Inches (D)

Weight: 1.94 Pounds

Suggested Age: 22 Years and Up

Number of Pages: 384

Genre: Computers

Sub-Genre: Artificial Intelligence

Series Title: IEEE Press

Publisher: Wiley-IEEE Press

Theme: Natural Language Processing

Format: Hardcover

Author: M Umit Uyar

Language: English

Street Date: March 27, 2025

TCIN: 1012696819

UPC: 9781394294954

Item Number (DPCI): 247-57-2832

Origin: Made in the USA or Imported

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Estimated ship dimensions: 0.88 inches length x 7 inches width x 10 inches height

Estimated ship weight: 1.94 pounds

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