1. Outline Class Intros Overview of Course Example Research Project

2. What are your goals? What types of problems? datasets? Which software do you currently use? Introductions

3. Breadth vs. Depth vs. Relevancy Class Project

5. Are height and weight related?

8. Can we put a person on Mars by 2025?

11. What determines housing prices? Location Square Feet Crime

12. Number of Variables Analyzed Number of Observations Week 1234567 6+ 5 4 3 2 1

13. Data Visualization - Mathematics Mean Standard Deviation Correlation

14. Base Camp: Standard Deviation

15. Temperature Variation Across Cities in 2011 San Francisco Boston 306090 Austin 306090 306090 San Diego 306090 306090 Tampa Bay

16. Normal Distribution Distribution of Height Normal Distribution

17. Outliers Identify Remove?

18. Correlation To what degree are two variables related?

19. Excel Pivot Table

20. Excel Analysis Pak

21. Write Code/ Program -Input Data -Analyze -Graphics Datasets, etc. Enter Commands View Results R / R-Studio

22. Currently, how many R Packages? At the command line enter:  dim(available.packages())  available.packages()

23. Correlation Matrix

24. Multivariate Regression Y X’s Height Y X4 X3 X2X1

25. Frequently Used Algorithms

26. Predictive Analytics Data Analysis SoftwareStatistics Data Mining