Online graduate-level machine learning course from CMU's Tom Mitchell
From :Mitchell: Ch 3 Bishop: Ch 14.4The Discipline of Machine Learning Andrew Moore's Basic Probability Tutorial Bishop: Ch. 1 thru 1.2.3 Bishop: Ch 2 thru 2.2Click here to read moreTagged:...
View ArticleFooling Humans
From pmitd.wordpress.com:For this semester I decided to take a "research-oriented course" on Machine Learning for Signal Processing. Click here to read moreTagged: #machinelearning #wordpress
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Apache Mahout: Scalable machine learning for everyone
From IBM :Apache Mahout committer Grant Ingersoll brings you up to speed on the current version of the Mahout machine-learning library and walks through an example of how to deploy and scale some of...
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Making Text Mining Accessible to Any Developer & Non-Expert
From Javalobby:On the back of what I wrote the other week about machine intelligence, I think another important step is democratizing use of machine learning & intelligence software: making it...
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The Big Picture: True Machine Intelligence & Predictive Power
From Javalobby:At the beginning of last week, I launched GreedAndFearIndex - a SaaS platform that automatically reads thousands of financial news articles daily to deduce what companies are in the news...
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MacHine Learning, Hadoop, and Mahout
From myNoSQL:The presentation Cloudera Data Science team (Josh Wills, Tom Pierce, Jeff Hammerbacher) gave a couple of days ago on the state of machine learning and Hadoop. Make sure to spend some time...
View ArticleCrucial Advances in 'Brain Reading' Demonstrated
From sciencedaily.com:ScienceDaily (Dec. 21, 2011) — At UCLA's Laboratory of Integrative Neuroimaging Technology, researchers use functional MRI brain scans to observe brain signal changes that take...
View ArticleStanford Free Classes - A review from a Stanford Student
From pennyhacks.com:Recently Stanford has started a new initiative to bring free classes to the public. From what I've seen from statistics, this venture has been extraordinarily successful with over...
View ArticleIntro to Machine Learning in Ruby
From blog.siyelo.com:Machine learning is branch of rtificial ntelligence (AI) concerned with design and development of algorithms that allow computers to learn. It's a very broad subject so we will...
View ArticleListing of Free Online Stanford Courses (Winter 2012)
From blog.randylubin.com:This fall, Stanford opened three of its courses to free online enrollment: Machine Learning, Databases, and Artificial Intelligence. Over 100,000 people signed up. This winter...
View ArticleMachine Learning - complete course notes
From holehouse.org:The following notes represent a complete, stand alone interpretation of Stanford's machine learning course presented by Professor Andrew Ng and originally posted on the ml-class.org...
View ArticleThe world's coolest machine learning internships - part 1
From bickson.blogspot.com:The first time I heard about eHarmony is in John Langford's talk on Vowpal Wabbit at the same workshop. John mentioned, that out of the many companies who is using his...
View ArticlePerceptrons in Lisp (A simple machine learning exercise)
From mebdev.blogspot.com:So having missed Stanford's Machine Learning course (mostly out of laziness - I'm sure it was great) I'm trying to learn this stuff on my own. I'm going through MIT's Machine...
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Hadoop and NoSQL in a Big Data Environment with Ron Bodkin
From myNoSQL:About Hadoop, BigData, data warehouse, analyticsClick here to read moreTagged: #hadoop #nosql #machinelearning #analytics
View ArticleSentiment Classification using Machine Learning Techniques
From pranjalv.com:We implement a series of classifiers (Naive Bayes, Maximum Entropy, and SVM) to distinguish positive and negative sentiment in critic and user reviews. We apply various processing...
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Large Scale Machine Learning using NVIDIA CUDA
From CodeProject:From spam filters to movie recommendation and face detection, nowadays machine learning algorithms are used everywhere to make the machine think for us. But, running these algorithms...
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Three New Tools Bring Machine Learning Insights to the Masses
From ReadWriteWeb:Over the past few years, machine learning has quickly become the "secret sauce" of large-scale web sites. Machine learning systems have historically been hand-crafted by the small...
View ArticleVowpal Wabbit (Fast Learning)
From hunch.net:This is a project started at Yahoo! Research to design a fast, scalable, useful learning algorithm. VW is the essence of speed in machine learning, able to learn from terafeature...
View ArticleOne Fast Wabbit
From research.yahoo.com:There are two ways to build a fast machine learning algorithm: Start with a slow algorithm and speed it up, or develop an intrinsically quick learning algorithm from the ground...
View ArticleScalable Machine Learning - A. Smola's course at Berkeley (video)
From alex.smola.org:01192012 - The graphical models tab has links to video lectures on tutorials on the subject (this is mainly for students who didn'tClick here to read moreTagged: #machinelearning...
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