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Artificial intelligence programming with Python : from zero to hero /
A hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in mod...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley & Sons, Inc.,
[2022]
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 037 | |a 9781119820963 |b Wiley | ||
| 037 | |a 9781119820864 |b O'Reilly Media | ||
| 050 | 4 | |a QA76.73.P98 |b X53 2022 | |
| 082 | 0 | 4 | |a 005.13/3 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Xiao, Perry, |e author. | |
| 245 | 1 | 0 | |a Artificial intelligence programming with Python : |b from zero to hero / |c Perry Xiao. |
| 264 | 1 | |a Hoboken, New Jersey : |b John Wiley & Sons, Inc., |c [2022] | |
| 300 | |a 1 online resource (xxix, 681 pages) : |b illustrations (chiefly color) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Cover -- Title Page -- Copyright Page -- About the Author -- About the Technical Editors -- Acknowledgments -- Contents at a Glance -- Contents -- Preface -- Part I: Introduction -- 1. Introduction to AI -- 2. AI Development Tools -- Part II: Machine Learning and Deep Learning -- 3. Machine Learning -- 4. Deep Learning -- Part III: AI Applications -- 5. Image Classification -- 6. Face Detection and Face Recognition -- 7. Object Detections and Image Segmentations -- 8. Pose Detection -- 9. GAN and Neural-Style Transfer -- 10. Natural Language Processing -- 11. Data Analysis -- 12. Advanced AI Computing -- Index -- EULA. | |
| 520 | |a A hands-on roadmap to using Python for artificial intelligence programming In Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in modern history. The book demystifies artificial intelligence and teaches readers its fundamentals from scratch in simple and plain language and with illustrative code examples. Divided into three parts, the author explains artificial intelligence generally, machine learning, and deep learning. It tackles a wide variety of useful topics, from classification and regression in machine learning to generative adversarial networks. He also includes: Fulsome introductions to MATLAB, Python, AI, machine learning, and deep learning Expansive discussions on supervised and unsupervised machine learning, as well as semi-supervised learning Practical AI and Python "cheat sheet" quick references This hands-on AI programming guide is perfect for anyone with a basic knowledge of programming--including familiarity with variables, arrays, loops, if-else statements, and file input and output--who seeks to understand foundational concepts in AI and AI development. | ||
| 588 | |a Description based on online resource; title from digital title page (viewed on May 08, 2023). | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Python (Computer program language) | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 2 | |a Artificial Intelligence | |
| 650 | 6 | |a Python (Langage de programmation) | |
| 650 | 6 | |a Intelligence artificielle. | |
| 650 | 7 | |a artificial intelligence. |2 aat | |
| 650 | 7 | |a Artificial intelligence |2 fast | |
| 650 | 7 | |a Python (Computer program language) |2 fast | |
| 776 | 0 | 8 | |i Print version: |z 9781119820864 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781119820864/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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| 938 | |a ProQuest Ebook Central |b EBLB |n EBL6892661 | ||
| 938 | |a YBP Library Services |b YANK |n 302736154 | ||
| 938 | |a EBSCOhost |b EBSC |n 3181288 | ||
| 994 | |a 92 |b IZTAP | ||