This introductory course on machine learning will give an overview of many concepts, techniques, and algorithms in machine learning, beginning with topics such as classification and linear regression and ending up with more recent topics such as boosting,
L. Wu, M. Li, Z. Li, W. Ma, and N. Yu. MIR '07: Proceedings of the international workshop on Workshop on multimedia information retrieval, page 115--124. New York, NY, USA, ACM, (2007)
A. Sun, E. Lim, and W. Ng. Proceedings of the 4th international workshop on Web information and data management, page 96--99. New York, NY, USA, ACM, (2002)
B. Choi, and Z. Yao. Foundations and Advances in Data Mining, volume 180 of Studies in Fuzziness and Soft Computing, Springer, Berlin / Heidelberg, (2005)