Index of /Books Magazines and other texts/Computer Science/Machine Learning, Artificial Intelligence, Mathematics eBooks/ML

	Name	Size
	Parent Directory	-
	an introduction to information retrieval (2009).pdf	6.6M
	an introduction to pattern recognition - a matlab approach (2010).pdf	3.3M
	a probabilistic theory of pattern recognition (1996).pdf	11M
	bayesian reasoning and machine learning (2012).pdf	14M
	data analysis with open source tools (2010).pdf	10M
	data mining - concepts and techniques (3rd, 2011).pdf	13M
	data mining - practical machine learning tools and techniques (2011).pdf	6.9M
	doing bayesian data analysis - a tutorial with R and BUGS (2010).pdf	9.9M
	elements of statistical learning (2008).pdf	12M
	ensemble methods in data mining (2010).pdf	2.6M
	gaussian processes for machine learning (2005).pdf	3.9M
	information theory, inference and learning algorithms (2003).pdf	7.1M
	introduction to machine learning (alpaydin, 2009).pdf	3.5M
	introduction to machine learning (smola, 2010).pdf	10M
	kernel methods for pattern analysis (2004).pdf	3.0M
	large-scale inference - empirical bayes methods for estimation, testing, and prediction (2010).pdf	3.6M
	learning deep architectures for AI (2009).pdf	1.1M
	learning with kernels (2002).pdf	9.8M
	machine learning (1997).pdf	37M
	machine learning - an algorithmic perspective (2009).pdf	42M
	machine learning for hackers (2012).pdf	23M
	mining the social web - analyzing data from facebook, twitter, linkedin and other social media sites (2011).pdf	4.8M
	neural networks for applied sciences and engineering (2006).pdf	5.9M
	pattern recognition (4th, 2008).pdf	13M
	pattern recognition and machine learning (2007).pdf	4.5M
	probabilistic graphical models - principles and techniques (2009).pdf	66M
	programming collective intelligence - building smart web 2.0 applications (2007).pdf	3.3M
	statistical learning theory (1998).pdf	30M