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04:48 Training, Validation and Test Sets Training, Validation and Test Sets	Training, Validation and Test Sets Training, Validation and Test Sets - Week 4 predictive analytics micromasters process scale modeling statistical data types measurement select caption complete thought statistics test set create percent performance parameter model building tests multiple data points evaluate statistical terminology typical ratio representative aggregate highest missing values training set evaluation validation set machine learning data set points characteristic model accuracy procedure effects From Calum Macphail on April 11th, 2019 0 likes 52 plays 0 Course Code PA1.2x Evaluation of Predictive Modelling Licence Type Creative Commons - Attribution Share A Like Language English
54:40 Prof Andrea Goldsmith: Can machine learning trump… Prof Andrea Goldsmith: Can machine learning trump theory in communication system design?	Prof Andrea Goldsmith: Can machine learning trump theory in communication system design? Design and analysis of communication systems have traditionally relied on mathematical and statistical channel models that describe how a signal is corrupted during transmission. In particular,… seminar machine learning signal processing communications honorary degree From Billy Rosendale on July 6th, 2018 0 likes 126 plays 0 Publisher University of Edinburgh Licence Type All rights reserved The University of Edinburgh Language English Date Created July 4th, 2018
08:41 Code yourself! Subramaniam Ramamoorthy on robotics Code yourself! Subramaniam Ramamoorthy on robotics	Code yourself! Subramaniam Ramamoorthy on robotics This project was created by the School of Informatics, University of Edinburgh. mooc openmediabank oer code yourself programming coding scratch computing software engineering visual programming program robotics artificial intelligence robot football games uncertainty machine learning subramaniam ramamoorthy From Lucy Kendra on August 1st, 2017 0 likes 20 plays Publisher University of Edinburgh Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created March 17th, 2015
11:10 Kathabhidhana - an open toolkit for anyone to… Kathabhidhana - an open toolkit for anyone to record their language in a human and machine readable form.	Kathabhidhana - an open toolkit for anyone to record their language in a human and machine readable form. Kathabhidhana is an open toolkit for anyone to record their language in a human and machine readable form. It is a collection of open source tools, educational material, and open sample datasets.… computer data personhood servers (computing)ios (apple)linguistics prateek pattanaik knowledge psubhashish@gmail.com languages source communication audio engineering ipad social information processing government subhashish panigrahi computer networking network file transfer protocols wikipedia languages effects document kathabhidhana people intelligence philosophical terminology psychology notification wikipedia internet fragments metadata dictionary workflow technical communication multilingual websites digital technology mnemonics language wiktionary itunes logic data transmission software systems science wikimedia community pattaprateek@gmail.com.fttd cybernetics learning tools apple personal digital assistants management open source create information science iphone linguistic data management open methodologies celtic knot open content projects project management sound smartphones wikimedia projects developmental psychology machine learning recording operating systems hippie movement pedagogy artificial intelligence cognitive science education wiki communities apple inc. services application software text-to-speech natural language processing film and video technology description collaboration types of organization educational psychology open data odia From Ewan McAndrew on June 20th, 2017 0 likes 42 plays 0 Publisher Subhashish Panigrahi Licence Type Creative Commons - Attribution Share A Like Language English Date Created June 20th, 2017
02:45 Estimating the Generalization Error Estimating the Generalization Error	Estimating the Generalization Error Estimating the Generalization Error testing error classification percent testing generalization month depends testing air close tomorrow caption complete human communication generalization error question approximate assumption order evaluation iaml relationship computing terminology representative entries pretend training compute classified machine learning future testing set $25.00 effects From Nigel Goddard on September 21st, 2016 0 likes 1,917 plays 0 Licence Type Creative Commons - Attribution
01:06 Overview Overview	Overview Overview represent major tasks nigel hoping attribute examples learning caption complete application score pretty teaching swith issue today iaml effects lecture recap data discuss types pairs educational psychology cover machine learning practical algorithms fundamental representation From Nigel Goddard on September 17th, 2016 3 likes 1,871 plays 0 Licence Type Creative Commons - Attribution

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