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Good Machine Learning Blogs - MetaOptimize Q+A
I found a "good books" and "good learning" questions, and figured that since this is also an important communication channel, we might share some of the most influential blogs in Machine Learning. Th... Read more
http://metaoptimize.com/qa/questions/3163/good-machine-learning-blogs
Tags: machinelearning, blog, blogs, learning, ai, machine-learning, list, machine, resources, algorithms Saved by: admin at 27 Jun 2011
I found a "good books" and "good learning" questions, and figured that since this is also an important communication channel, we might share some of the most influential blogs in Machine Learning. Th... Read more
http://metaoptimize.com/qa/questions/3163/good-machine-learning-blogs
Tags: machinelearning, blog, blogs, learning, ai, machine-learning, list, machine, resources, algorithms Saved by: admin at 27 Jun 2011
Evaluating Text Extraction Algorithms | My tech blog.
Lately I’ve been working on evaluating and comparing algorithms, capable of extracting useful content from arbitrary html documents. Before continuing I encourage you to pass trough some of my previ... Read more
http://tomazkovacic.com/blog/122/evaluating-text-extraction-algorithms/
Tags: algorithm, algorithms, nlp, text, extraction, html, machinelearning, google_news, tools, opensource Saved by: admin at 12 Jun 2011
Lately I’ve been working on evaluating and comparing algorithms, capable of extracting useful content from arbitrary html documents. Before continuing I encourage you to pass trough some of my previ... Read more
http://tomazkovacic.com/blog/122/evaluating-text-extraction-algorithms/
Tags: algorithm, algorithms, nlp, text, extraction, html, machinelearning, google_news, tools, opensource Saved by: admin at 12 Jun 2011
COS 493, Spring 2002: Schedule and Readings
The course deals with algorithmic tools and techniques for the organization, manipulation and processing of large amounts of data. With the current information explosion, several applications require ... Read more
http://www.cs.princeton.edu/courses/archive/spring02/cs493/schedule.html
Tags: algorithms, data, algorithm, datamining, programming, cs, machinelearning, lecture, ai, statistics Saved by: admin at 06 Jun 2011
The course deals with algorithmic tools and techniques for the organization, manipulation and processing of large amounts of data. With the current information explosion, several applications require ... Read more
http://www.cs.princeton.edu/courses/archive/spring02/cs493/schedule.html
Tags: algorithms, data, algorithm, datamining, programming, cs, machinelearning, lecture, ai, statistics Saved by: admin at 06 Jun 2011
Machine Learning Demos
Moreover, one ends up spending a great amount of time just getting the algorithm to display the results in an understandable way. Change the algorithm and you will have to do the work all over again. ... Read more
http://mldemos.epfl.ch/
Tags: visualization, programming, ai, machinelearning, machine-learning, algorithms, software, learning, tools, cool Saved by: admin at 31 May 2011
Moreover, one ends up spending a great amount of time just getting the algorithm to display the results in an understandable way. Change the algorithm and you will have to do the work all over again. ... Read more
http://mldemos.epfl.ch/
Tags: visualization, programming, ai, machinelearning, machine-learning, algorithms, software, learning, tools, cool Saved by: admin at 31 May 2011
On Chomsky and the Two Cultures of Statistical Learning
Charles Darwin (biologist, 1809–1882) "False facts are highly injurious to the progress of science, for they often endure long; but false views, if supported by some evidence, do little harm, for ev... Read more
http://norvig.com/chomsky.html
Tags: statistics, chomsky, science, linguistics, language, math, norvig, toread, machinelearning, probability Saved by: admin at 29 May 2011
Charles Darwin (biologist, 1809–1882) "False facts are highly injurious to the progress of science, for they often endure long; but false views, if supported by some evidence, do little harm, for ev... Read more
http://norvig.com/chomsky.html
Tags: statistics, chomsky, science, linguistics, language, math, norvig, toread, machinelearning, probability Saved by: admin at 29 May 2011
Waffles
A collection of command-line tools for researchers in machine learning, data mining, and related fields. All of the functionality is also provided in a clean C++ class library. Demo apps are included ... Read more
http://waffles.sourceforge.net/
Tags: machinelearning, ai, c++, opensource, library, datamining, programming, research, software, machine-learning Saved by: admin at 22 Mar 2011
A collection of command-line tools for researchers in machine learning, data mining, and related fields. All of the functionality is also provided in a clean C++ class library. Demo apps are included ... Read more
http://waffles.sourceforge.net/
Tags: machinelearning, ai, c++, opensource, library, datamining, programming, research, software, machine-learning Saved by: admin at 22 Mar 2011
Free, Public Data Sets | jacquesmattheij.com
What could you do with that data, in what new ways could you slice and dice it to get new insights, in what ways can you combine it with data that you already have to enable you to do new things. This... Read more
http://jacquesmattheij.com/Free%2C+Public+Data+Sets
Tags: data, datasets, free, database, programming, public, dataset, datamining, reference, machinelearning Saved by: admin at 02 Feb 2011
What could you do with that data, in what new ways could you slice and dice it to get new insights, in what ways can you combine it with data that you already have to enable you to do new things. This... Read more
http://jacquesmattheij.com/Free%2C+Public+Data+Sets
Tags: data, datasets, free, database, programming, public, dataset, datamining, reference, machinelearning Saved by: admin at 02 Feb 2011
Clever Algorithms
The book "Clever Algorithms: Modern Artificial Intelligence Recipes" by Jason Brownlee Ph.D. describes 50 algorithms from the the field of Artificial Intelligence. All algorithm descriptions are compl... Read more
http://www.cleveralgorithms.com/
Tags: algorithms, programming, book, ai, ruby, ebook, machinelearning, free, algorithm, books Saved by: admin at 26 Jan 2011
The book "Clever Algorithms: Modern Artificial Intelligence Recipes" by Jason Brownlee Ph.D. describes 50 algorithms from the the field of Artificial Intelligence. All algorithm descriptions are compl... Read more
http://www.cleveralgorithms.com/
Tags: algorithms, programming, book, ai, ruby, ebook, machinelearning, free, algorithm, books Saved by: admin at 26 Jan 2011
Software Carpentry » Recommendations
We will build a recommendation tool that generates a list of papers that an individual should read based on their previous ratings and the ratings of other people in the field. The basic idea behind o... Read more
http://software-carpentry.org/4_0/matrix/recommend/
Tags: python, numpy, recommendation, machinelearning, programming, recommendations, algorithms, datamining, tutorials, code Saved by: admin at 23 Dec 2010
We will build a recommendation tool that generates a list of papers that an individual should read based on their previous ratings and the ratings of other people in the field. The basic idea behind o... Read more
http://software-carpentry.org/4_0/matrix/recommend/
Tags: python, numpy, recommendation, machinelearning, programming, recommendations, algorithms, datamining, tutorials, code Saved by: admin at 23 Dec 2010
Natural Language Processing for the Working Programmer
Teaches Haskell as it goes along, too, so will be interesting for the inquisitive person with a genuine interest in computer science.
http://nlpwp.org/book/
Tags: haskell, nlp, programming, book, language, tutorial, algorithm, machinelearning, processing, ai Saved by: admin at 16 Nov 2010
Teaches Haskell as it goes along, too, so will be interesting for the inquisitive person with a genuine interest in computer science.
http://nlpwp.org/book/
Tags: haskell, nlp, programming, book, language, tutorial, algorithm, machinelearning, processing, ai Saved by: admin at 16 Nov 2010