Artificial intelligence programming with Python : from zero to hero /: from zero to hero. (2022)

• Record Type: Book
• Further Information: Note: Perry Xiao.
• Authors: Xiao, Perry
• Contents: Part I - Introduction; Chapter 1: Introduction to AI, Machine Learning and Deep Learning; Chapter 2: Introduction to MATLAB and Python; Part II - Machine Learning; Chapter 3: Supervised Learning - Classifications; Chapter 4: Supervised Learning - Regressions ; Chapter 5: Unsupervised Learning - Clustering, PCA, and LDA ; Chapter 6: Semi-supervised Learning, Reinforecement Learning and Machine Learning Applications; Part III - Deep Learning; Chapter 7: Deep Learning - CNN, AlexNet, and GoogLeNet; Chapter 8: Deep Learning - RNN and LSTM; Chapter 9: Deep Learning - GAN; Chapter 10: Deep Learning - GPI, TPU, Cloud Computing and Edge Computing ; Appendix A: MATLAB for AI Cheat Sheets; Appendix B: Python for AI Cheat Sheets
• Edition: 1st
• Publisher Details: Hoboken : John Wiley & Sons, Inc
• Publication Date: 2022
• Extent: 1 online resource
• Subjects: 005.133; Python (Computer program language); Artificial intelligence
• Languages: English
• ISBNs: 9781119820963
• Related ISBNs: 9781119820864
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.