A First Course in Machine Learning
Download or Read eBook A First Course in Machine Learning PDF written by Simon Rogers and published by CRC Press. This book was released on 2016-10-14 with total page 428 pages. Available in PDF, EPUB and Kindle.
| Author | : Simon Rogers |
| Publisher | : CRC Press |
| Total Pages | : 428 |
| Release | : 2016-10-14 |
| ISBN-10 | : 9781498738545 |
| ISBN-13 | : 1498738540 |
| Rating | : 4/5 (45 Downloads) |
Book Synopsis A First Course in Machine Learning by : Simon Rogers
Book excerpt: Introduces the main algorithms and ideas that underpin machine learning techniques and applications Keeps mathematical prerequisites to a minimum, providing mathematical explanations in comment boxes and highlighting important equations Covers modern machine learning research and techniques Includes three new chapters on Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models Offers Python, R, and MATLAB code on accompanying website: http://www.dcs.gla.ac.uk/~srogers/firstcourseml/"
