Data Analytics (COMP414)
Descriptive and inferential Statistics. Discrete and continuous random variables. Probability distributions. Regressions analysis. Analysis of Variance (ANOVA). Simple linear regression. Multiple linear regression. Classification. Naïve Bayes classifier. Decision trees. Support Vector Machines (SVM). Learning Vector Quantization (LVQ). Association rules. Apriori algorithm. Cluster analysis methods. Logistic regression.
Related Programs
- Mathematics and Computer Science Undergraduate Program
- Mathematics and Computer Science - Actuarial Science Double Major Program
- Statistics and Computer Science Undergraduate Program
- Mathematics and Computer Science - Physics Double Major Program
- Statistics and Computer Science - Actuarial Science Double Major Program
- Statistics and Computer Science - Mathematics and Computer Science Double Major Program
- Mathematics and Computer Science - Statistics and Computer Science Double Major Program