{
  "college": "santa-ana-college",
  "edition": "2026-2027",
  "departmentName": "Computer Science",
  "id": "machine-learning-a-s-degree",
  "name": "Machine Learning",
  "award": "A.S. Degree",
  "department": "computer-science",
  "sourceUrl": "https://sac.curriqunet.com/catalog/iq/34297/34898/36111/34908/35570",
  "blocks": [
    {
      "kind": "text",
      "markdown": "Program Code: SAC.CMPML.AS\n\nProgram Control Number: 45021"
    },
    {
      "kind": "text",
      "markdown": "The Machine Learning program is designed to provide students with a comprehensive understanding of the principles, algorithms, and applications of machine learning. Through a combination of theoretical coursework and practical hands-on projects, students will develop the skills necessary to analyze large datasets, build predictive models, and extract meaningful insights from data. Our program aims to prepare students for careers in fields such as data science, artificial intelligence, and machine learning engineering.\n\n**Learning Outcome(s):**\n\n1.  Understand Machine Learning Concepts\n2.  Develope Predictive Models\n3.  Evaluate Model Performance"
    },
    {
      "kind": "courselist",
      "rows": [
        {
          "type": "comment",
          "text": "Required Courses",
          "units": "30"
        },
        {
          "type": "course",
          "code": "CMPR 112",
          "title": "Java Programming",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 114",
          "title": "Python Programming",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 115",
          "title": "Python for Data Analytics",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 158",
          "title": "Intro to Artificial Intelligence",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 113",
          "title": "Advanced Java",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 168",
          "title": "MS SQL Database Development",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 159",
          "title": "Intro to Machine Learning with Python",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 160",
          "title": "Intro to Deep Learning, Neural Networks with Keras and PyTorch",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 213",
          "title": "C# Programming",
          "units": "3",
          "indent": false
        },
        {
          "type": "course",
          "code": "CMPR 247",
          "title": "Windows Server Operating System",
          "units": "3",
          "indent": false
        },
        {
          "type": "total",
          "text": "Total",
          "units": "30"
        }
      ]
    }
  ]
}