List of Applications
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Gaussian Process Software Main Gaussian Process Softwar Gaussian Process Software Gaussian Processes — scikit-learn DACE A MATLAB Kriging Toolbox
CalTech Machine Learning Professor Yaser Abu-Mostafa
MIT OpenCourseWare Open Class from MIT Artificial Intelligence Prof. Patrick Henry Winston (undergraduate) Introduction to Probability and Statistics Jeremy Orloff & Jonathan Bloom Probabilistic Systems Analysis and Applied Probability (part1) Prof. John Tsitsiklis Probabilistic Systems Analysis and Applied Probability (part 2) Prof. John Tsitsiklis Mathematics for Computer Science Prof. Albert R. Meyer & Prof. Adam … Read more
Andrew Ng Professor Stanford Stanford University Home page Andrew Ng Unsupervised Feature Learning and Deep Learning Andrew Ng Machine Learning Andrew Ng Learning Collection Standford
Yann Lecun Director of AI Research, Facebook Home page Yann LeCun Youtube page Yann Lecun Cours College de France (in French only) Yann Lecun Latest video Youtube
Trevor Hastie Professor Stanford In-depth introduction to machine learning in 15 hours of expert videos lecture from the book : An Introduction to Statistical Learning with Applications in R
Nando de Freitas – Canadian Institute For Advanced Research (CIFAR) University of Oxford Videos Starting with Undergraduate class – class 1 Undergraduate class – class 33 Contuning with Deep Learning class -class 1 Deep learning – class 15 Machine Learning – Introduction Machine Learning – Linear Prediction Machine Learning – Maximum Likelihood Linear Prediction Machine … Read more
Gaussian process Wikipedia Kriging Wikipedia Regression-kriging Wikipedia Gaussian Processes: A Quick Introduction Mark Ebden Basics of Gaussian Processes Gaussian Processes in Practice Workshop Bletchley Park, U.K. 12 – 13 June 2006 Gaussian Processes for Dummies Katherine Bailey … Read more
Statistical learning approaches for global optimization Emile Contal Evolutionary modelling of industrial systems with genetic programming Birkan, Can Development of a hybrid genetic programming technique for computationally expensive optimisation problems Umberto Armani Enhancing genetic programming for predictive modeling König, Rikard BEHAVIOURAL SYNTHESIS OF ANALOGUE INTEGRATED CIRCUITS SIMON JAMES PARISH … Read more