Data Science Minor

Option 1

• Required Courses (12 credits):

• STAT 131 - Introduction to Biostatistics 3 credits

• -OR-

• STAT 216 - Introduction to Statistics 3 credits

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• CSCI 135 - Fundamentals Of Computer Science I 3 credits
• CSCI 347 - Data Mining 3 credits
• STAT 435 - Statistical Computing & Exploratory Data Analysis 3 credits

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• Choose two of the following (6 credits):

• CSCI 136 - Fundamentals Of Computer Science II 3 credits
• CSCI 340 - Database Design 3 credits
• CSCI 443 - User Interface Design 3 credits
• CSCI 444 - Data Visualization 3 credits
• STAT 432 - Regression and Model Building 3 credits
• STAT 441 - Experimental Design 3 credits

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• Choose one of the following (3 credits):

• BMIS 375 - Data Analytics 3 credits
• BMIS 453 - Business Intelligence and Big Data Analytics 3 credits

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Option 2

• Required Courses (15 credits): 

• STAT 332 - Statistics for Scientists and Engineers 3 credits
• BMIS 375 - Data Analytics 3 credits
• CSCI 347 - Data Mining 3 credits
• STAT 432 - Regression and Model Building 3 credits
• STAT 453 - Statistical Learning & Data Science I 3 credits

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• Choose one of the following (3 credits):

• CSCI 111 - Programming with Java I 3 credits
• CSCI 112 - Programming with C I 3 credits
• CSCI 114 - Programming with C# 3 credits
• CSCI 116 - Introduction to Python Programming 3 credits
• CSCI 117 - Programming with Matlab 3 credits
• CSCI 135 - Fundamentals Of Computer Science I 3 credits

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• Choose one of the following (3 credits):

• STAT 435 - Statistical Computing & Exploratory Data Analysis 3 credits
• CSCI 446 - Artificial Intelligence 3 credits
• STAT 454 - Statistical Learning & Data Science II 3 credits
• CSCI 447 - Machine Learning 3 credits

21 total credits required for a Data Science minor