A First Course in Machine Learning

preview-18
  • A First Course in Machine Learning Book Detail

  • Author : Simon Rogers
  • Release Date : 2016-10-14
  • Publisher : CRC Press
  • Genre : Computers
  • Pages : 428
  • ISBN 13 : 1498738540
  • File Size : 41,41 MB

A First Course in Machine Learning by Simon Rogers PDF Summary

Book Description: 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/"

Disclaimer: www.yourbookbest.com does not own A First Course in Machine Learning books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

A First Course in Machine Learning

A First Course in Machine Learning

File Size : 86,86 MB
Total View : 6490 Views
DOWNLOAD

Introduces the main algorithms and ideas that underpin machine learning techniques and applications Keeps mathematical prerequisites to a minimum, providing mat

Advances in Independent Component Analysis

Advances in Independent Component Analysis

File Size : 20,20 MB
Total View : 6188 Views
DOWNLOAD

Independent Component Analysis (ICA) is a fast developing area of intense research interest. Following on from Self-Organising Neural Networks: Independent Comp

Self-Organising Neural Networks

Self-Organising Neural Networks

File Size : 84,84 MB
Total View : 2595 Views
DOWNLOAD

The conception of fresh ideas and the development of new techniques for Blind Source Separation and Independent Component Analysis have been rapid in recent yea

Handbook of Statistical Systems Biology

Handbook of Statistical Systems Biology

File Size : 76,76 MB
Total View : 2599 Views
DOWNLOAD

Systems Biology is now entering a mature phase in which the key issues are characterising uncertainty and stochastic effects in mathematical models of biologica