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videolectures.net/mlss09uk_cambridgeMachine Learning Summer School (MLSS), Cambridge 2009 - VideoLectures - VideoLectures.NETWe hope to attract international students, young researchers and industry practitioners with a keen interest in machine learning and a strong mathematical background. Drawing tutorials are an essential part of beginners that can learn easily different kinds..
web.archive.org/web/20140824233409/bugra.github.io/work/notes/2014-08-23/on-machine-learningOn Machine Learning | Bugra AkyildizAug 2014 -
thegradient.pub/systems-for-machine-learningMachine Learning Systemsmachine learning’s increasing importance to real-world applications brought awareness of a new field focused on ML in practice - machine learning systems (or, as some call it, MLOps). To describe the problems of a typical ML system and break down its compon..
web.archive.org/web/20050815080624/autonlab.org/tutorialsStatistical Data Mining TutorialsAug 2005 - It is, arguably, a useful investment to be completely happy with probability before venturing into advanced algorithms from data mining, machine learning or applied statistics. Gaussians, both the friendly univariate kind, and the slightly-reticent-but-nice..
chrisalbon.comMachine Learning TutorialsMap External Values To Dataframe Values in pandas Create Column Of Values Create Table With Default Values
nlpers.blogspot.com/2016/08/debugging-machine-learning.htmlDebugging machine learningAug 2016 - Personally I find it very helpful to break things down in terms of the usual error terms: Bayes error (how much error is there in the best possible classifier), approximation error (how much do you pay for restricting to some hypothesis class), estimation e..
gallery.mailchimp.com/dc3a7ef4d750c0abfc19202a3/files/Machine_Learning_Yearning_V0.5_01.pdfMachine Learning Yearning
morganclaypool.com/doi/abs/10.2200/S00332ED1V01Y201103AIM011Visual Object Recognition | Synthesis Lectures on Artificial Intelligence and Machine Learning2021) machine learning to Classify Suicidal Thoughts and Behaviors: Implementation Within the Common Data Elements Used by the Military Suicide Research Consortium. 2020) learning Richer Features in Deep CNN for Object Detection. Object Attribute Recognitio..
cs.cmu.edu/~tom/10701_sp11/proj.shtmlMachine Learning 10-701/15-781A project that produces a more intelligent system by combining several ML techniques together, or a project that involves well-designed experiments and thorough analysis of the experimental results, or a project that nicely incorporates various real world a..
jmlr.csail.mit.edu/mlossMachine Learning Open Source SoftwareTo support the open source software movement, JMLR MLOSS publishes contributions related to implementations of non-trivial machine learning algorithms, toolboxes or even languages for scientific computing. SMART: An Open Source Data Labeling Platform for Su..
icml.cc/2013/?page_id=47ICML Atlanta International Conference on Machine LearningThe 30th International Conference on machine learning (ICML 2013) will be held in Atlanta, USA, on June 16 – June 21, 2013. ICML is the leading international machine learning conference and is supported by the International machine learning Society (IMLS). ..
web.archive.org/web/20140515124920/homepages.inf.ed.ac.uk/vlavrenk/iaml.htmlBasics of Machine LearningMay 2014 -
coursera.org/specializations/machine-learningMachine Learning | CourseraYou'll need to successfully finish the project(s) to complete the Specialization and earn your certificate. When you finish every course and complete the hands-on project, you'll earn a Certificate that you can share with prospective employers and your prof..
hunch.net/~jl/projects/reductions/reductions.htmlMachine Learning ReductionsThese paper shows that any cost sensitive classification problem can be reduced to binary classification or regression so that small regret implies small cost sensitive regret. The first paper formalizes the notion of an error transform reduction and presen..
en.wikipedia.org/wiki/Journal_of_Machine_Learning_ResearchJournal of Machine Learning Research - WikipediaThe Journal of machine learning Research is a peer-reviewed open access scientific journal covering machine learning. In 2001, forty editorial board members of machine learning resigned, saying that in the era of the Internet, it was detrimental for researc..
en.wikipedia.org/wiki/Extreme_learning_machineExtreme learning machine - WikipediaFrom 2001-2010, ELM research mainly focused on the unified learning framework for "generalized" single-hidden layer feedforward neural networks (SLFNs), including but not limited to sigmoid networks, RBF networks, threshold networks, trigonometric networ..
ai.stanford.edu/people/nilsson/mlbook.htmlIntroduction to Machine LearningThe notes survey many of the important topics in machine learning circa the late 1990s. There have been many important developments in machine learning (especially using various versions of neural networks operating on large data sources) since these notes ..
lispworks.com/success-stories/brs-mle.htmlMachine Learning EngineWe began developing our Lisp-based machine learning Engine in 2006 using the best of the open source Lisp compilers then available. After several months we decided that we really needed a more stable, better supported compiler and began looking for other so..
news.mit.edu/2015/better-machine-learning-kalyan-veeramachaneni-0224Better machine learning | MIT News | Massachusetts Institute of TechnologyData scientists go to all these boot camps in Silicon Valley to learn open source big data software like Hadoop, and they come back, and say ‘Great, but we’re still stuck with the problem of getting the raw data to a place where we can use all these tools,’..
videolectures.net/mloss08_whistlerNIPS Workshop on Machine Learning Open Source Software, Whistler 2008 - VideoLectures - VideoLectures.NETFollowing the success of the inaugural NIPS-MLOSS workshop held at NIPS 2006, the Journal of machine learning Research (JMLR) has started a new track for machine learning open source software initiated by the workshop's organizers. Many prominent machine le..