IE330  
1. Mid-Term –Final:   May 7th 12:20 PM – 02:10 PM (EST)   
2. Log in to CANVAS and Zoom (https://psu.zoom.us/j/638824972) 10 minutes before the exam  
3. This exam is a close book, close note exam.  
4. Prepare one calculator (Cell phones and Graphical calculators are not allowed.)  
5. Prepare few scratch paper  
6. After the exam, you have to scan your scratch paper to one pdf file and upload it to Canvas by  
May 7th, 3:00 PM (EST). You will get 0 points for the Final if you don't submit your scratch  
paper.  
7. All the questions are based upon in class discussion, class handouts, homework assignments and  
reading materials.  
8. The formula sheet will provide the method or formula but will not specify its name.   
Topics:  
o Midterm 1  II  
o Performance Evaluation  
▪ Measures for Regression  
▪ Measures for Classification  
• ROC  AUC  
o Database  SQL  
▪ SQL syntax  
SELECT (DISTINCT)   
FROM 
WHERE   
 AND/OR  
 IN  
 IS (NOT) NULL  
 LIKE  
GROUP BY   
HAVING   
ORDER BY   
 DESC/ASC  
▪ JOIN  
• INNER JOIN    
• LEFT JOIN  
▪ Nested SQL