- Basic Statistics
- Statistics Tutorial (Video Tutorial)
- Sampling and Sampling Distribution
- Inferences about two populations
- Inferences about population variance
- Null Hypothesis
- Type I Error and Type II Error
- T-Test
- Chi-square test
- Spearman correlation
- Pearson's correlation
- ANOVA - Statistical Test
- General Linear Model (Univariate) in SPSS
- Data Mining
- How
missing data in training?does classifiers handle Useful TipsWeka - Data Mining with Weka
- More Data Mining with Weka
- Social Network Analysis
- Algorithms
- Tools
- Topic Modeling - MALLET
- Recommendation - Apache Mahout
- Information Retrieval - Apache Lucene
- Web Content Mining & Screen Scraping