dsc495 | undergraduate

Data Science Capstone

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About:

This capstone course combines the skills and applies the knowledge from various courses in the Bachelors of Science in Data Science program. Student teams working with large data sets combine the concepts of statistics, programming, data mining, data analysis, and data visualization to design, implement, and present a data science project representing a real-world application to decision-making executives.

This undergraduate-level course is 5 To enroll, speak with an Enrollment Representative.

Course details:

Credits: 3
Continuing education units: XX
Professional development units: XX
Duration: 5

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    Research

    • Explain quantitative, qualitative, and mixed research methods.
    • Demonstrate how to communicate potential research to various audiences.
    • Demonstrate the process of problem identification.

    Technological Solutions

    • Evaluate multiple database systems.
    • Analyze various statistical analysis software.
    • Explain the uses of programming in data science.

    Data Management

    • Demonstrates data optimization techniques.
    • Identify and demonstrate application of data architecture.
    • Design a scalable data management strategy for a give scenario.

    Statistics

    • Define statistical theory.
    • Explain how to apply statistical models to interpret big data.
    • Identify and model data objects from big data.
    • Explain ethical considerations as they relate to big data.

    Method Selection and Analysis

    • Explain the use of algorithms in data science.
    • Analyze various mathematical approaches to problems solving; including linear algebra, calculus, and probability.
    • Evaluate approaches to integrate mathematical solutions into data science.
    Tuition for individual courses varies. For more information, please call or chat live with an Enrollment Representative.

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    Teacher Rate: For some courses, special tuition rates are available for current, certified P-12 teachers and administrators. Please speak with an Enrollment Representative today for more details.

    Military Rate: For some courses, special tuition rates are available for active duty military members and their spouses. Please speak with an Enrollment Representative today for more details.

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    While widely available, not all programs are available in all locations or in both online and on-campus formats. Please check with a University Enrollment Representative.

    Transferability of credit is at the discretion of the receiving institution. It is the student’s responsibility to confirm whether or not credits earned at University of Phoenix will be accepted by another institution of the student’s choice.