{
  "college": "bakersfield-college",
  "edition": "2026-2027",
  "departmentName": "Industrial Technology and Transportation",
  "id": "data-analyst-apprenticeship-certificate-of-achievement",
  "name": "Data Analyst Apprenticeship",
  "award": "Certificate of Achievement",
  "department": "industrial-technology-and-transportation-itt-pathway",
  "sourceUrl": "https://bakersfield.elumenapp.com/catalog/2026-2027-Catalog/program/data-analyst-apprenticeship-certificate-of-achievement-summer-2023",
  "blocks": [
    {
      "kind": "text",
      "markdown": "#### Data Analyst Apprenticeship Certificate of Achievement\n\nStudents completing this apprenticeship certificate will be proficient in the basics of data analysis using software tools, the use of data to tell a story or make a business case, and the presentation of data to a live audience in a meaningful way. During this program, students will learn through hands-on apprenticeships, supplemented. by classroom instruction. To Achieve the Certificate of Achievement: Upon completion of the required courses with at least a \"C\" or \"P\" grade in each course, the student will be awarded a Certificate of Achievement.\n\n### Program Learning Outcomes\n\n-   1\\. Upon completion of the program, the student will be able to interpret and evaluate data using analysis tools and libraries in the Python language.\n\n-   2\\. Upon completion of the program, the student will be able to create meaningful visualizations from data that effectively convey the significant features of the data.\n\n-   3\\. Upon completion of the program, the student will be able to create effective data models using predictive data analysis techniques.\n\n-   4\\. Upon completion of the program, the student will be able to build, maintain, evaluate and administer databases and data warehousing operations.\n\n### Program Requirements"
    },
    {
      "kind": "courselist",
      "rows": [
        {
          "type": "comment",
          "text": "Required Courses: Complete all of the following",
          "units": "20"
        },
        {
          "type": "course",
          "code": "APPR B72A",
          "title": "Introduction to Data Analysis Apprenticeship",
          "units": "1",
          "indent": false
        },
        {
          "type": "course",
          "code": "APPR B72B",
          "title": "Basic Data Analysis Tools and Techniques",
          "units": "4",
          "indent": false
        },
        {
          "type": "course",
          "code": "APPR B72C",
          "title": "Basic Data Modeling",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "APPR B72D",
          "title": "Database Operations for Data Analysis",
          "units": "4",
          "indent": false
        },
        {
          "type": "course",
          "code": "APPR B72E",
          "title": "Data Quality Assessment and Preparation",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "APPR B72F",
          "title": "Dashboards and Visualizations",
          "units": "4",
          "indent": false
        },
        {
          "type": "course",
          "code": "APPR B72G",
          "title": "Professional Skills for Data Analysts",
          "units": "1",
          "indent": false
        }
      ]
    }
  ]
}