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  "edition": "2026-2027",
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  "name": "Data Science Fundamentals",
  "award": "Certificate of Achievement",
  "department": "computer-information-systems",
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      "markdown": "The Data Science Fundamentals Certificate prepares students for careers as data analyst, data scientist, machine learning engineers, business analyst, computer systems analyst, logistics analyst, marketing analyst, and database managers. The multidisciplinary program provides the analytical, methodological, and programming skills required in data processing, information technology, business, and computing. The certificate will also serve as a foundation for continued education at four-year institutions.\n\n**Career Opportunities**\n\nData analyst, data scientist, machine learning engineers, business analyst, computer systems analyst, logistics analyst, marketing analyst, and database managers.\n\n**Program Learning Outcomes**\n\nUpon completion of this program a student will be able to:\n\n1.  Demonstrate the ability to apply statistical analysis of real world data using multiple representations such as graphs, text, or tables, being mindful of concerns around data bias and privacy.\n2.  Use programming and data analytics tools to make statistical inference on data and data sets using computational techniques.\n3.  Write computer scripts and programs to organize, produce visualizations, and numerical summaries of data and data sets."
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        },
        {
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          "title": "Introduction to Microsoft Excel for Business Applications",
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        {
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          "text": "Total Units:",
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