The main topics developed in this summercamp will be:<p><pre><code> * Basic Math and TCS for Machine Learning
* Useful existing software for Machine Learning
* Introduction to Machine Learning
* Theoretical frameworks and foundations
* Experimental Machine Learning
* Feature extraction and model selection
* Graphical models
* Kernel methods and linear predictors
* Clustering
* General view of application areas
* Machine learning in vision
* Machine learning in user interfaces
* Machine learning for data mining</code></pre>