Physics of Data Science and Machine Learning
by Ijaz A. Rauf
- Length: 216 pages
- Edition: 1
- Language: English
- Publisher: CRC Press
- Publication Date: 2021-09-21
- ISBN-10: 0367768585
- ISBN-13: 9780367768584
- Sales Rank: #0 (See Top 100 Books)
Physics of Data Science and Machine Learning links fundamental concepts of physics to data science, machine learning and artificial intelligence for physicists looking to integrate these techniques into their work.
This book is written explicitly for physicists, marrying quantum and statistical mechanics with modern data mining, data science, and machine learning. It also explains how to integrate these techniques into the design of experiments, whilst exploring neural networks and machine learning building on fundamental concepts of statistical and quantum mechanics.