Foundations of Machine Learning

Foundations of Machine Learning (Repost)  eBooks & eLearning

Posted by DZ123 at Jan. 16, 2017
Foundations of Machine Learning (Repost)

Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar, "Foundations of Machine Learning"
English | 2012 | ISBN: 026201825X | PDF | pages: 427 | 2.7 mb

Foundations of Machine Learning  eBooks & eLearning

Posted by arundhati at Jan. 13, 2013
Foundations of Machine Learning

Mehryar Mohri, Afshin Rostamizadeh , "Foundations of Machine Learning"
2012 | ISBN-10: 026201825X | PDF | 432 pages | 3,4 MB

Foundations of Rule Learning  eBooks & eLearning

Posted by AvaxGenius at July 18, 2017
Foundations of Rule Learning

Foundations of Rule Learning By Johannes Fürnkranz, Dragan Gamberger, Nada Lavrač
English | PDF | 2012 | 345 Pages | ISBN : 3540751963 | 9.86 MB

Rules – the clearest, most explored and best understood form of knowledge representation – are particularly important for data mining, as they offer the best tradeoff between human and machine understandability. This book presents the fundamentals of rule learning as investigated in classical machine learning and modern data mining. It introduces a feature-based view, as a unifying framework for propositional and relational rule learning, thus bridging the gap between attribute-value learning and inductive logic programming, and providing complete coverage of most important elements of rule learning.

Encyclopedia of Machine Learning and Data Mining, Second Edition  eBooks & eLearning

Posted by AvaxGenius at July 25, 2017
Encyclopedia of Machine Learning and Data Mining, Second Edition

Encyclopedia of Machine Learning and Data Mining, Second Edition By Claude Sammut, Geoffrey I. Webb
English | EPUB | 2017 | 1341 Pages | ISBN : 148997685X | 13.21 MB

This authoritative, expanded and updated second edition of Encyclopedia of Machine Learning and Data Mining provides easy access to core information for those seeking entry into any aspect within the broad field of Machine Learning and Data Mining.

Encyclopedia of Machine Learning and Data Mining, Second Edition  eBooks & eLearning

Posted by AvaxGenius at May 11, 2017
Encyclopedia of Machine Learning and Data Mining, Second Edition

Encyclopedia of Machine Learning and Data Mining, Second Edition By Claude Sammut, Geoffrey I. Webb
English | PDF | 2017 | 1341 Pages | ISBN : 148997685X | 30.82 MB

This authoritative, expanded and updated second edition of Encyclopedia of Machine Learning and Data Mining provides easy access to core information for those seeking entry into any aspect within the broad field of Machine Learning and Data Mining.

Encyclopedia of Machine Learning and Data Mining, Second Edition  eBooks & eLearning

Posted by AvaxGenius at April 15, 2017
Encyclopedia of Machine Learning and Data Mining, Second Edition

Encyclopedia of Machine Learning and Data Mining, Second Edition By Claude Sammut, Geoffrey I. Webb
English | PDF | 2017 | 1341 Pages | ISBN : 148997685X | 30.82 MB

This authoritative, expanded and updated second edition of Encyclopedia of Machine Learning and Data Mining provides easy access to core information for those seeking entry into any aspect within the broad field of Machine Learning and Data Mining.
Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies By John D. Kelleher
2015 | 624 Pages | ISBN: 0262029448 | EPUB | 7 MB
Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies

Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies by John D. Kelleher
English | July 24, 2015 | ISBN: 0262029448 | 624 Pages | AZW3/PDF (conv) | 24 MB

Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification.

Encyclopedia of Machine Learning (Repost)  eBooks & eLearning

Posted by manamba13 at Feb. 28, 2015
Encyclopedia of Machine Learning (Repost)

Encyclopedia of Machine Learning by Claude Sammut
English | 2011 | ISBN: 0387307680 | 1059 Pages | PDF | 39 MB

This comprehensive encyclopedia, with over 250 entries in an A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of machine learning.
Analysis and Design of Machine Learning Techniques: Evolutionary Solutions for Regression, Prediction, and Control Problems

Analysis and Design of Machine Learning Techniques: Evolutionary Solutions for Regression, Prediction, and Control Problems by Patrick Stalph
English | 2014 | ISBN: 3658049367 | 155 pages | PDF | 3 MB

Manipulating or grasping objects seems like a trivial task for humans, as these are motor skills of everyday life. Nevertheless, motor skills are not easy to learn for humans and this is also an active research topic in robotics. However, most solutions are optimized for industrial applications and, thus, few are plausible explanations for human learning.