idx,Age,Gender,Location,CourseName,CourseDuration,CourseCompletionStatus,TotalCourseSessions,AverageSessionLength,EngagementScore,SatisfactionRating
0,25,Male,California,Introduction to Programming,45,Yes,10,90,8,4
1,30,Female,New York,Web Development Basics,30,Yes,12,105,7,5
2,22,Other,Texas,Advanced Java,60,No,5,60,5,3
3,28,Male,Florida,Data Structures,45,Yes,15,120,9,5
4,26,Female,Illinois,Full Stack Development,90,Yes,20,180,7,4
5,29,Female,New Jersey,Cybersecurity Fundamentals,30,Yes,12,85,6,3
6,23,Male,Ohio,Cybersecurity Fundamentals,30,Yes,10,95,6,4
7,34,Male,Ohio,Cloud Computing Fundamentals,30,Yes,10,110,8,4
8,29,Female,Ohio,Cybersecurity Fundamentals,45,No,8,75,6,3
9,29,Female,Washington,Cybersecurity Fundamentals,30,No,3,35,6,3
10,23,Male,Ohio,Cybersecurity Fundamentals,30,Yes,10,95,9,4
11,23,Other,Arizona,Cybersecurity Fundamentals,30,Yes,12,95,7,4
12,23,Other,Arizona,Cybersecurity Fundamentals,30,Yes,12,95,7,4
13,35,Female,Washington,Cybersecurity Fundamentals,30,Yes,10,95,9,4
15,35,Male,Oregon,Cloud Computing Essentials,45,Yes,14,110,8,4
16,29,Female,Michigan,Mobile App Development,45,Yes,12,110,8,5
17,29,Female,Massachusetts,Cybersecurity Essentials,45,Yes,12,120,9,5
18,27,Male,New Jersey,Cloud Computing Essentials,60,Yes,18,95,9,4
19,33,Male,Oregon,Mobile App Development,30,Yes,11,70,9,5
20,29,Female,Michigan,Mobile App Development,45,Yes,12,110,8,5
21,32,Female,Washington,Server Management,60,No,3,60,4,2
22,32,Female,Washington,Server Management,60,No,3,60,4,2
23,42,Male,California,Database Management,45,No,8,70,6,3
25,24,Other,Washington,Machine Learning 101,45,No,3,30,4,3
26,34,Other,Washington,Machine Learning 101,60,No,3,45,4,2
27,23,Other,Georgia,User Interface Design,45,No,5,50,4,3
28,32,Other,Virginia,Mobile App Development,45,Yes,14,110,8,4
29,41,Other,California,Database Management,45,Yes,13,85,8,4
30,34,Other,Washington,Machine Learning Basics,40,No,3,45,6,3
31,29,Male,New Jersey,Game Development,45,Yes,10,110,9,5
32,29,Male,New Jersey,Game Development,45,Yes,10,110,9,5
33,29,Female,Texas,Artificial Intelligence,120,Yes,30,150,8,5
35,31,Female,Michigan,Full Stack Web Development,90,Yes,22,190,9,5
36,21,Male,Nevada,Computer Science Concepts,45,Yes,15,130,9,4
37,31,Male,California,Internet of Things (IoT),60,Yes,15,135,8,4
38,24,Female,Pennsylvania,Game Development 101,30,No,5,50,5,3
39,19,Female,New York,Full Stack Web Development,60,Yes,22,150,9,5
40,19,Male,Nevada,Game Design 101,30,Yes,8,80,7,4
41,41,Male,Michigan,Mobile App Development,90,Yes,25,135,8,4
42,41,Male,Michigan,Mobile App Development,90,Yes,25,135,8,4
43,24,Male,New York,Mobile App Development,60,Yes,18,125,7,4
45,27,Male,Arizona,Mobile App Development,30,Yes,10,80,7,4
46,27,Female,New Jersey,Cloud Computing Essentials,30,Yes,11,100,7,4
47,27,Female,New York,Machine Learning for Beginners,45,Yes,14,115,9,5
48,21,Male,Michigan,Data Science for Beginners,30,Yes,10,85,7,5
49,27,Male,Illinois,Machine Learning,45,No,5,50,5,3
50,27,Female,Utah,Network Security,60,Yes,18,150,8,4
51,27,Female,California,Backend Web Development,45,No,7,80,6,3
52,35,Female,California,Backend Web Development,45,No,7,80,3,3
53,27,Female,Florida,Cloud Computing,45,No,12,60,5,3
55,23,Other,Florida,Computer Vision and AI,60,No,5,50,6,2
56,32,Other,Pennsylvania,Internet of Things (IoT) Fundamentals,45,No,5,50,3,3
57,35,Other,Texas,Full Stack Java,60,Yes,20,180,7,4
58,23,Female,Arizona,UI/UX Design,45,No,7,80,6,4
59,35,Female,Texas,Blockchain and Cryptocurrency,60,No,3,60,4,2
60,32,Other,California,Big Data Analysis,50,Yes,16,130,7,3
61,35,Male,Texas,Data Analytics,30,Yes,12,100,7,4
62,27,Male,Texas,Data Analytics,30,Yes,12,100,6,3
63,32,Other,Illinois,Game Development,90,Yes,22,190,9,5
65,28,Female,California,Database Management,30,Yes,11,95,8,4
66,24,Female,California,Cross-Platform Development,30,Yes,10,115,7,4
67,28,Male,Florida,Salesforce CRM Training,30,Yes,11,100,8,3
68,28,Other,Washington,Internet of Things,60,Yes,20,150,9,4
69,23,Male,Florida,Cloud Computing,45,Yes,12,95,8,4
70,21,Male,Colorado,User Experience Design,45,Yes,12,90,8,5
71,24,Other,Illinois,UX/UI Design,45,Yes,11,90,8,4
72,24,Female,Florida,Cloud Computing Basics,45,Yes,14,105,7,4
73,37,Male,Washington,Python Programming,30,Yes,14,110,8,4
75,33,Male,Nevada,DevOps Essentials,45,Yes,13,115,7,4
76,31,Male,Florida,Cryptography Basics,30,Yes,13,95,8,5
77,22,Female,Illinois,Sustainable Development Goals,30,Yes,10,90,7,5
78,31,Male,Nevada,Big Data Analysis,90,Yes,25,190,8,5
79,24,Other,Georgia,IoT and Smart Devices,30,Yes,8,80,7,4
80,25,Female,Texas,Front-End Web Development,60,No,10,120,5,2
81,28,Female,Florida,Cloud Computing,45,Yes,10,105,9,5
82,21,Other,Nevada,Introduction to AI,30,Yes,9,80,6,3
83,23,Female,Texas,Full Stack Development,90,No,10,130,6,3
85,26,Female,Georgia,Python Programming for Beginners,45,Yes,14,100,6,3
86,25,Other,Texas,Data Analysis for Programmers,45,Yes,14,125,7,4
87,36,Other,Oregon,Agile Methodologies,30,No,6,75,6,2
88,25,Female,Colorado,Serverless Architectures,45,Yes,13,100,7,4
89,21,Female,Nevada,Graphic Design with Programming,20,Yes,6,55,8,4
90,28,Other,New York,Software Testing Fundamentals,40,Yes,9,85,7,4
91,33,Male,New York,Full Stack JavaScript,30,No,8,85,6,3
92,38,Male,Oregon,Internet of Things (IoT),60,No,4,60,5,2
93,31,Male,California,Software Engineering Principles,45,Yes,16,115,7,4
95,25,Other,Texas,JavaScript for Web Development,30,Yes,9,90,8,4
96,28,Female,Illinois,Full Stack with React,90,Yes,20,175,9,5
97,24,Male,Utah,Mobile App Development,45,Yes,13,110,8,4
98,22,Other,Florida,Machine Learning Fundamentals,30,Yes,11,95,9,5
99,38,Male,New York,Big Data Analytics,30,No,4,55,6,3