The list of topics includes:
- Decision Tree
- Bayesian Networks
- Naive Bayesian Classifiers
- K-means and Hierarchical Clustering
- Neural Networks
- Support Vector Machines
Take a look here, you won't be sorry.
Computer Science and Software Development blog, focusing on the areas of Data Mining, Text Mining, Machine Learning and Web Development.