Prêtable
| Titre : | Artificial Intelligence Programming with Python : from zero to hero |
| Auteurs : | Perry Xiao |
| Type de document : | texte imprimé |
| Editeur : | Hoboken : Wiley, 2022 |
| ISBN/ISSN/EAN : | 978-1-119-82086-4 |
| Format : | xv-681p. / couv. ill. en coul. / 24cm |
| Langues: | Anglais |
| Langues originales: | Anglais |
| Index. décimale : | 006.3 (Intelligence artificielle (ouvrages généraux sur l'intelligence artificielle et la science cognitive, reconnaissance de formes comme outil de l'intelligence artificielle, systèmes de questions et réponses)) |
| Catégories : | |
| Mots-clés: | Artificial Intelligence ; Python. |
| Résumé : |
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. About the Author PERRY XIAO, PhD, is Professor and Course Director of London South Bank University. He holds his doctorate in photophysics and is Director and co-Founder of Biox Systems Ltd., a university spin-out company that designs and manufactures the AquaFlux and Epsilon Permittivity Imaging system. |
| Note de contenu : |
Contents:
Chapter 1:Introduction to AI Chapter 2:AI Development Tools Chapter 3:Machine Learning Chapter 4: Deep Learning Chapter 5: Image Classification Chapter 6: Face Detection and Face Recognition Chapter 7: Object Detections and Image Segmentations Chapter 8: Pose Detection Chapter 9: GAN and Neural-Style Transfer Chapter 10 : Natural Language Processing Chapter 11:Data Analysis Chapter 12: Advanced AI Computing. |
Exemplaires (2)
| Cote | Support | Localisation | Section | Disponibilité |
|---|---|---|---|---|
| F8/12711 | Livre | Bibliothèque de la Faculté de Technologie | Salle des livres | Disponible |
| F8/12712 | Livre | Bibliothèque de la Faculté de Technologie | Salle des livres | Disponible |
