Advanced Data Analytics

This course introduces computation-intensive statistical approaches and modern machine learning methods. Topics include: 1. R-computing and programming (intermediate to advanced) 2. Rmarkdown 3. Data scraping and text mining 4. Random number simulations 5. Bootstrapping 6. Optimization 7. Regression 8. Analysis of Variance 9. Classification, Clustering 10. Network data analysis

Credits

3 credits

Course Code

MATH 4873