List of Software

Gaussian Process Software Main Gaussian Process Softwar Gaussian Process Software Gaussian Processes — scikit-learn DACE A MATLAB Kriging Toolbox

CalTech

CalTech Machine Learning Professor Yaser Abu-Mostafa

MIT OpenCourseware

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

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

  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

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

Oxford University

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 : introduction

    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

PhD1

    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