VideoLectures最受歡迎的11門機器學習課程
Top 1 Introduction To Bayesian Inference
author: Christopher Bishop , Microsoft Research
published: Nov. 2, 2009, recorded: August 2009, views: 50080
Top 2 Introduction to Machine Learning
author: Katherine A. Heller , Department of Statistical Science, Duke University
published: Oct. 11, 2018, recorded: July 2018, views: 2747
Top 3 Markov Chain Monte Carlo
author: Iain Murray , School of Informatics, University of Edinburgh
published: Nov. 2, 2009, recorded: August 2009, views: 44488
Top 4 Topic Models
author: David Blei , Computer Science Department, Princeton University
published: Nov. 2, 2009, recorded: September 2009, views: 42759
Top 5 A tutorial on Deep Learning
author: Geoffrey E. Hinton , Department of Computer Science, University of Toronto
published: Sept. 15, 2009, recorded: July 2009, views: 36581
Top 6 Introduction to Machine Learning
author: Pascal Vincent , Department of Computer Science and Operations Research, University of Montreal
published: Sept. 13, 2015, recorded: August 2015, views: 13608
Top 7 Deep Reinforcement Learning
author: David Silver , Department of Computer Science, University College London
published: July 28, 2015, recorded: June 2015, views: 13792
Top 8 Machine Learning, Probability and Graphical Models
author: Sam Roweis
published: Feb. 25, 2007, recorded: July 2006, views: 43799
Top 9 Gaussian Process Basics
author: David MacKay , University of Cambridge
published: Feb. 25, 2007, recorded: June 2006, views: 43443
Top 10 Introduction to Information Theory
author: David MacKay , University of Cambridge
produced by: David MacKay (University of Cambridge)
author: David MacKay , University of Cambridge
published: Nov. 5, 2012, recorded: February 2012, views: 22935
Top 11 Deep Learning:Theoretical Motivations
author: Yoshua Bengio , Department of Computer Science and Operations Research, University of Montreal
published: Sept. 13, 2015, recorded: August 2015, views: 11069
Top 12 Support Vector Machines
author: Chih -Jen Lin , Department of Computer Science and Information Engineering, National Taiwan University
published: Feb. 25, 2007, recorded: July 2006, views: 34676
