<format type="json">{analysis_id: string, analysis_date: date, source_document_type: string, source_document_title: string, subject_area: string, is_current_version: boolean, target_audience: {grade_level_min: number, grade_level_max: number optional, educational_setting: string optional}, learning_units: list[{unit_id: string, unit_title: string, duration_hours: number optional, key_concepts: list[string], learning_objectives: list[{objective_id: string, description: string, cognitive_level: string optional, keywords: list[string], suggested_assessments: list[string]}], required_materials: list[{material_type: string, title: string, identifier: string optional, quantity: number optional, is_publicly_accessible: boolean}]}], cross_curricular_links: list[{linked_subject: string, linked_topic: string, relevance_notes: string optional}] optional, alignment_notes: string optional, detected_gaps: list[{gap_description: string, gap_category: string, affected_objectives_ids: list[string], suggested_intervention: string optional}] optional}</format> <data>**CONFIDENTIAL CURRICULUM ANALYSIS MEMORANDUM**

**Reference ID:** CALIGN-2025-COM296-966
**Date of Analysis:** 2025-02-20

This report summarizes the findings of a curriculum alignment analysis conducted on the document titled 'COM296: Artificial Intelligence - Spring 2025', which is a Course Syllabus for Computer Science. It is important to note that this review pertains to a prior version of the curriculum, not the one currently in effect. The intended audience is within the specified educational context, spanning from grade level 11 to 12.
The curriculum is segmented into 3 distinct learning units. As an example, the unit 'Software Engineering Principles' It focuses on core concepts such as data structures, algorithms. A key objective in this section (Ref: OBJ-01-01) is for students to ' analyze the concept of machine learning.', which is categorized at the 'Understand' cognitive level. Supporting resources include a Online Video titled 'Versatile needs-based challenge'. Its public accessibility is noted as True. Our intern, who helped compile the materials list, mentioned having trouble locating a physical copy for review.

**General Alignment Commentary:**
The overall assessment from the review committee is as follows: Relate across pattern course. Whatever move consider play reach onto. Save international of short.</data>
{
  "analysis_id": "CALIGN-2025-COM296-966",
  "analysis_date": "2025-02-20",
  "source_document_type": "Course Syllabus",
  "source_document_title": "COM296: Artificial Intelligence - Spring 2025",
  "subject_area": "Computer Science",
  "is_current_version": false,
  "target_audience": {
    "grade_level_min": 11,
    "grade_level_max": 12
  },
  "learning_units": [
    {
      "unit_id": "UNIT-01",
      "unit_title": "Software Engineering Principles",
      "key_concepts": [
        "data structures",
        "algorithms",
        "machine learning",
        "database",
        "object-oriented programming"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-01-01",
          "description": "Students will be able to analyze the concept of machine learning.",
          "keywords": [
            "networking",
            "data structures"
          ],
          "suggested_assessments": [
            "presentation",
            "essay",
            "multiple_choice_quiz"
          ],
          "cognitive_level": "Understand"
        },
        {
          "objective_id": "OBJ-01-02",
          "description": "Students will be able to architect the concept of object-oriented programming.",
          "keywords": [
            "networking",
            "machine learning"
          ],
          "suggested_assessments": [
            "project"
          ]
        },
        {
          "objective_id": "OBJ-01-03",
          "description": "Students will be able to design the concept of machine learning.",
          "keywords": [
            "algorithms",
            "database",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "project",
            "multiple_choice_quiz",
            "lab_report"
          ],
          "cognitive_level": "Evaluate"
        },
        {
          "objective_id": "OBJ-01-04",
          "description": "Students will be able to implement the concept of object-oriented programming.",
          "keywords": [
            "database",
            "object-oriented programming"
          ],
          "suggested_assessments": [
            "lab_report"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Versatile needs-based challenge",
          "is_publicly_accessible": true,
          "identifier": "http://www.durham.net/"
        }
      ]
    },
    {
      "unit_id": "UNIT-02",
      "unit_title": "Network Security",
      "key_concepts": [
        "database",
        "data structures",
        "machine learning"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-02-01",
          "description": "Students will be able to architect the concept of data structures.",
          "keywords": [
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "project",
            "multiple_choice_quiz"
          ]
        },
        {
          "objective_id": "OBJ-02-02",
          "description": "Students will be able to optimize the concept of object-oriented programming.",
          "keywords": [
            "machine learning",
            "networking"
          ],
          "suggested_assessments": [
            "essay",
            "project"
          ]
        },
        {
          "objective_id": "OBJ-02-03",
          "description": "Students will be able to analyze the concept of data structures.",
          "keywords": [
            "data structures",
            "algorithms",
            "machine learning"
          ],
          "suggested_assessments": [
            "lab_report",
            "essay"
          ],
          "cognitive_level": "Apply"
        },
        {
          "objective_id": "OBJ-02-04",
          "description": "Students will be able to debug the concept of machine learning.",
          "keywords": [
            "object-oriented programming",
            "data structures",
            "database"
          ],
          "suggested_assessments": [
            "presentation"
          ],
          "cognitive_level": "Understand"
        }
      ],
      "required_materials": [
        {
          "material_type": "Journal Article",
          "title": "Reverse-engineered national methodology",
          "is_publicly_accessible": true,
          "quantity": 22
        },
        {
          "material_type": "Software Tool",
          "title": "Versatile contextually-based system engine",
          "is_publicly_accessible": true,
          "identifier": "COM296-MAT-750",
          "quantity": 42
        }
      ]
    },
    {
      "unit_id": "UNIT-03",
      "unit_title": "Network Security",
      "key_concepts": [
        "networking",
        "algorithms",
        "database"
      ],
      "learning_objectives": [
        {
          "objective_id": "OBJ-03-01",
          "description": "Students will be able to debug the concept of algorithms.",
          "keywords": [
            "database",
            "data structures"
          ],
          "suggested_assessments": [
            "problem_solving_set"
          ],
          "cognitive_level": "Remember"
        },
        {
          "objective_id": "OBJ-03-02",
          "description": "Students will be able to design the concept of algorithms.",
          "keywords": [
            "database",
            "data structures",
            "object-oriented programming",
            "networking"
          ],
          "suggested_assessments": [
            "project",
            "lab_report"
          ]
        }
      ],
      "required_materials": [
        {
          "material_type": "Online Video",
          "title": "Visionary executive orchestration",
          "is_publicly_accessible": true,
          "identifier": "https://www.morales.com/",
          "quantity": 25
        },
        {
          "material_type": "Online Video",
          "title": "Polarized systemic projection",
          "is_publicly_accessible": true,
          "quantity": 29
        }
      ],
      "duration_hours": 17
    }
  ],
  "alignment_notes": "Relate across pattern course. Whatever move consider play reach onto. Save international of short."
}