Data Analytics, Certificate

Requirements for a Certificate in Data Analytics

• CIS 211 - Programming Structures 3 Semester Hours
• MAT 213 - Elementary Statistics 3 Semester Hours
• CIS 340 - Database Management Systems 3 Semester Hours
• CIS 360 - Data Visualization 3 Semester Hours
• CIS 361 - Data Analysis with Python 3 Semester Hours

• or

• CIS 362 - Data Analysis with R 3 Semester Hours
• CIS 425 - Data Mining 3 Semester Hours