Machine Learning and AI with Simple Python and Matlab Scripts

Courseware for Non-computing Majors

Omschrijving

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 prognosisConvolution neural networks for speech recognition and optical character recognitionRecurrent neural networks for chatbots and natural language translatorsTypical AI tasks including flight control for autonomous drones, dietary menu planning, and route planningAdvanced 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.
€ 92,75
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€ 19,95 binnen Nederland
Schrijver
Uyar, M. Umit (City College of the City University of New York
Titel
Machine Learning and AI with Simple Python and Matlab Scripts
Uitgever
John Wiley & Sons Inc
Jaar
2025
Taal
Engels
Pagina's
384
Gewicht
852 gr
EAN
9781394294954
Afmetingen
184 x 263 x 28 mm
Bindwijze
Gebonden

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