{
  "college": "college-of-alameda",
  "edition": "2026-2027",
  "departmentName": "Computer Information Systems",
  "id": "data-analytics-certificate-of-proficiency",
  "name": "Data Analytics",
  "award": "Certificate of Proficiency",
  "department": "computer-information-systems",
  "sourceUrl": "https://coa.curriqunet.com/catalog/iq/47221/47359/47285/47467/47570",
  "blocks": [
    {
      "kind": "text",
      "markdown": "The Data Analytics Certificate of Proficiency includes proficiency in MS Office applications, basic computer programming skills, database management system fundamentals, SQL, PL/SQL, Business Intelligence (BI) tools such as Tableau, general understanding of Geographical Information Systems and statistical software, R.\n\nCareer Opportunities\n\nAccording to a study published by Broadening Advanced Technological Education Connections (BATECH), in 2014, there were 700,000 online job postings for occupations supporting Big Data. 130,030 of those job postings were related to data analytics and related positions. Although the majority of the job postings require a bachelor’s or higher degree, massive demands exist for associate degrees or certificate holders with data analytics skills. This program will prepare students for entry level jobs advertised as data analysts and domain analysts in various industries.\n\nLearning Outcome(s)\n\n1.  Design and write computer programs to generate descriptive statistics and explore data with graphs\n2.  Demonstrate the ability manage unstructured and structured data and design of large scale database systems."
    },
    {
      "kind": "courselist",
      "rows": [
        {
          "type": "comment",
          "text": "Required Core",
          "units": "9"
        },
        {
          "type": "course",
          "code": "CIS 121",
          "title": "Introduction to Statistical Software Programming",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CIS 122",
          "title": "Data Analysis Using Statistical Software",
          "units": "3",
          "indent": false,
          "connector": "and"
        },
        {
          "type": "course",
          "code": "CIS 123",
          "title": "Introduction to Big Data and Analytics",
          "units": "3",
          "indent": false,
          "connector": "and"
        },
        {
          "type": "comment",
          "text": "Electives"
        }
      ]
    }
  ]
}