Machine Learning Essentials

A Listmania! list by Ryan Turner (Cambridge, UK)
(REAL NAME)   
 
Pattern Recognition and Machine Learning (Information Science and Statistics)
1.  Pattern Recognition and Machine Learning (Information Science and Statistics) by Christopher M. Bishop
The list author says:
  "Most extensive overview so far"
£45.18   Used & New from: £42.40
4.0 out of 5 stars  See all reviews (8 customer reviews)
Create your own Listmania! with this product
Gaussian Processes for Machine Learning
2.  Gaussian Processes for Machine Learning by Carl Edward Rasmussen
The list author says:
  "a lot on GPs"
£21.80   Used & New from: £18.25
5.0 out of 5 stars  See all reviews (2 customer reviews)
Create your own Listmania! with this product
Information Theory, Inference and Learning Algorithms
3.  Information Theory, Inference and Learning Algorithms by David J. C. MacKay
The list author says:
  "Good insights"
£35.20   Used & New from: £21.83
5.0 out of 5 stars  See all reviews (4 customer reviews)
Create your own Listmania! with this product
Bayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)
4.  Bayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts in Statistical Science) by Andrew Gelman
The list author says:
  "for the stats side of things"
£42.23   Used & New from: £38.00
5.0 out of 5 stars  See all reviews (2 customer reviews)
Create your own Listmania! with this product
Causality: Models, Reasoning, and Inference
5.  Causality: Models, Reasoning, and Inference by Judea Pearl
The list author says:
  "classic"
£39.90
3.0 out of 5 stars  See all reviews (1 customer review)
Create your own Listmania! with this product
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning Series)
6.  Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning Series) by Richard Sutton
The list author says:
  "good stuff"
£35.84   Used & New from: £25.00
5.0 out of 5 stars  See all reviews (3 customer reviews)
Create your own Listmania! with this product
Mathematical Methods for Physics and Engineering (3rd edition): A Comprehensive Guide
7.  Mathematical Methods for Physics and Engineering (3rd edition): A Comprehensive Guide by K. F. Riley
The list author says:
  "very extensive math coverage"
£35.20   Used & New from: £22.90
4.8 out of 5 stars  See all reviews (12 customer reviews)
Create your own Listmania! with this product
Markov Chain Monte Carlo in Practice (Chapman & Hall/CRC Interdisciplinary Statistics Series)
8.  Markov Chain Monte Carlo in Practice (Chapman & Hall/CRC Interdisciplinary Statistics Series) by W.R. Gilks
The list author says:
  "An MCMC ref"
£67.75   Used & New from: £48.30
5.0 out of 5 stars  See all reviews (1 customer review)
Create your own Listmania! with this product
Numerical Recipes 3rd Edition: The Art of Scientific Computing
9.  Numerical Recipes 3rd Edition: The Art of Scientific Computing by William H. Press
The list author says:
  "A classic"
£44.00   Used & New from: £24.00
3.8 out of 5 stars  See all reviews (4 customer reviews)
Create your own Listmania! with this product
Mastering Matlab 7
10.  Mastering Matlab 7 by Duane C. Hanselman
The list author says:
  "A good ref"
£58.89   Used & New from: £29.97
3.7 out of 5 stars  See all reviews (3 customer reviews)
Create your own Listmania! with this product

More Actions

Discover more about this author
› See all of their Listmania! lists
Make your own list
› Create a Listmania! list
View your page on Amazon.co.uk
› Go to Your Profile page

About this Listmania!

 

Author
Ryan Turner (Cambridge, UK)
(REAL NAME)   
Qualifications: PhD Student
Last updated: 16/02/2008
Report abuse
    

More Listmania!

 

My favourite renewable energy books My favourite renewable energy books

My favourite renewable energy books: A list of 12 items by OneToRemember "Jemetos"

Solving the protein folding problem Solving the protein folding problem

Solving the protein folding problem: A list of 19 items by A reader

Mathematical Olympiad books Mathematical Olympiad books

Mathematical Olympiad books: A list of 9 items by Himanshu Nautiyal

Books to buy Books to buy

Books to buy: A list of 6 items by Pablo

PhD in Computer Science Essentials PhD in Computer Science Essentials

PhD in Computer Science Essentials: A list of 20 items by 4d696368616c6973